SmartWay 2011 Truck Tool Technical Documentation U.S. EPA SmartWay | EPA420-BII-009 | www.epa.gov/smartway ------- SmartWay 2011 Truck Tool Technical Documentation United States Version 1-27-2011 1.0 Overview This document provides detailed background information on the data sources, calculation methods, and assumptions used within the new SmartWay 2011 Truck Tool. The SmartWay Truck Tool utilizes the most up-to-date emission factors, in combination with detailed vehicle activity data, to estimate emissions and associated performance metrics. While the primary purpose of the previous version of the truck carrier tool (FLEET) was to help fleets estimate the likely fuel and emission reduction benefits of specific advanced technologies (e.g., through the adoption of certified aerodynamic retrofits) relative to a pre-control baseline, the primary purpose of the new tool is to help fleets calculate actual pollutant emissions for specific truck types and applications and track their emissions performance over time. Shippers can, in turn, use the data that truck carriers report using these tools to develop more advanced emissions inventories associated with their freight activity and to track their emissions performance overtime. The new tool allows the user to evaluate fleet performance in terms of different mass-based performance metrics for CC^, NOx, and PM (PM-m and PIVb.s), including:1 • Grams per mile • Grams per average payload ton-mile • Grams per thousand cubic foot-miles • Grams per thousand utilized cubic foot-miles The tool can also generate estimates of emissions associated with the total miles, loaded miles, and revenue miles traveled by a fleet. Fleet performance can then be assessed at the truck-class and/or fuel-type level, or on an aggregated basis across all classes and fuels. 1 At this time the 2011 Truck Tool does not calculate performance metrics for specialty fleets that track their activity in terms of hours of use rather than miles traveled or freight hauled (e.g., refuse haulers and utility fleets). Future modifications may be made to the current tool to accommodate such fleets. ------- The new tool also collects extensive information on fleet operations and truck body types, allowing detailed segmentation of Partner fleets for more appropriate, equitable comparisons. For example, fleets that cube-out with low payloads (e.g., those hauling potato chips) will be able to compare themselves to similar fleets on a simple grams per mile basis, rather than a mix of fleets that includes fleets that routinely weigh-out. Similarly, fleets that operate in primarily short-haul, urban environments at relatively low average speeds will have fundamentally different emission rates and constraints than long-haul fleets operating at highway speeds. By collecting detailed information on fleet operations (short vs. long, TL vs. LTL, urban vs. highway, etc), as well as truck class (2b through 8b) and body type (dry van, reefer, flatbeds, etc.), individual fleets can compare their performance to other, similar fleets, which can help them to better manage their emissions performance. ------- 2.0 Data Inputs and Sources The SmartWay Truck Tool user provides most vehicle characteristic, operational, and activity data needed for emissions performance estimation (see Section 3 for more information). The tool calculates emissions by multiplying fleet activity data with EPA-approved emission rate factors that are stored in look-up tables within the tool. The tool contains different types of emission rate factors for different pollutants. C02 factors are expressed in grams of C02 per gallon of fuel2 NOx and PM factors are expressed in grams of pollutant per mile traveled for operating emissions, and in grams per hour for idle emissions. In general, CC^ factors are independent of the truck types, classes, and operational practices in a fleet. NOx and PM factors, however, vary depending upon a number of parameters, including: • Truck class • Engine model year/emission certification standard • Vehicle speed • Vehicle driving pattern (referred to as "drive cycle") In addition, PM emissions will also vary with the application of PM control retrofits, including diesel oxidation catalysts (DOC), closed crankcase ventilation (CCV), and diesel particulate filters (DPF, or "PM traps"). In the tool, PM control retrofits are assumed to have the same impact on operating and idle emission factors.3 2.1 CO2 Factors EPA populated the SmartWay Tuck Tool with C02 factors that are based on fuel consumption. These factors and their sources and are summarized below in Tablet 2 At this time other greenhouse gases such as methane (CH4) and nitrous oxide (N2O) are not included in the 2011 Truck Tool. 3 Future versions of the tool may account for differences in retrofit effectiveness for running versus idle emissions. ------- Table 1. CO2 Factors by Fuel Type* Gasoline Diesel Biodiesel (B100) Ethanol (E100) CNG LNG LPG g/gal 8,887 10,180 9,460 5,764 7,030 4,394 5,790 Source4 (i) (ii) (iii) (iv) (v) (vi) (vii) * 100% combustion (oxidation) assumed Note that the tool calculates tailpipe emissions from biofuel blends (gasoline/ethanol, diesel/biodiesel) by applying separate emission factors to the user-specified volume of each blend component. The tool then adds the emissions from each blend component together to determine total C02 emissions. Therefore emission factors for specific blend ratios are not needed for C02. Within the tool, users may provide their CNG fuel use estimates in terms of gasoline-equivalent gallons (on a Btu basis), or in standard cubic feet (scf). If CNG consumption is expressed in scf, the tool applies a fuel factor expressed in grams per scf (57.8), based on 983 Btu/scf and 58,819 g C02/mmBtu.5 4 i) Final Rule on Light-Duty Vehicle Greenhouse Gas Emissions Standards and Corporate Average Fuel Economy Standards (75 FR 25324, May 7, 2010). The gasoline factor used in this rule was sourced from the California Air Resources Board and is based on measurement of carbon from a gasoline test fuel (indolene). ii) Fuel economy calculations in 40 C.F.R 600.113 available at http://edocket.access.gpo.gov/cfr_2004/julqtr/pdf/40cfr600.113-93.pdf. iii) Tables IV.A.3-2 and 3-3 in A Comprehensive Analysis of Biodiesel Impacts on Exhaust Emissions, available at http://www.epa.gov/oms/models/anarvsis/biodsl/p02001.pdf iv) Final Rule on Mandatory Reporting of Greenhouse Gases (70 FR 56260, October 30, 2009). Full source documentation is available on pp. 31-32 in the Technical Support Document, Petroleum Products and Natural Gas Liquids: Definitions, Emission Factors, Methods and Assumptions, available at www.epa.gov/climatechange/emissions/downloads09/documents/SubpartMMProductDefinitions.pdf. v) Calculations of Lifecycle Greenhouse Gas Emissions for the 2005 Gasoline and Diesel Baselines in the Notice of Availability of Expert Peer Review Record supporting the proposed revisions to the Renewable Fuel Standard Program (74 FR 41359) available in Docket EPA-HQ-OAR-2005-0161-0925.1 (Spreadsheet "Emission Factors"). vi) Assuming 74,720 Btu/gal lower heating value (http://www.afdc.energv.gov/afdc/fuels/properties.html). and 0.059 g/Btu (from CNG calculation, source vi). vii) Table C-l in the Final Rule on Mandatory Reporting of Greenhouse Gases (70 FR 56260, October 30, 2009). Full source documentation is available in Table A-39 and pg. A-60 of the Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990 - 2007 available at http://epa.gov/climatechange/emissions/do wnloads/US_GHG_Inv_Annexes_1990-2007.pdf See footnote 4. v. ------- 2.2 NOx and PM Factors The SmartWay Truck Tool contains NOx, PM-m and PIVb.s emission factor outputs for on-road operation from EPA's MOVES2010 model, for gasoline, diesel, and E10 for all heavy truck classes (2b - 8b) under national default temperature and fuel conditions, for model years 1988 through 2010 (see Appendix A for a full list of factors). The emission factors are broken out by general drive cycle type (urban or highway), and average speed range, as discussed below. Idle emission factors for NOx and PM were developed separately by model year, truck class, and fuel type (diesel and gasoline). MOVES2010 does not currently provide idle factors in terms of grams per hour, so we ran MOVES2010 using the Project Level scale with a single link and with an average speed of zero. We performed runs for typical winter and summer conditions and took the average of outputs from those runs obtain g/hr factors. The resulting idle factors are presented in Appendix B.6 This section describes the process we followed to select the on-road emission factors from MOVES2010 for use in the Truck Tool. Emission factors in grams per mile were developed for gasoline, E10,7 and diesel fuel types for all MOVES source types that correspond to MOBILES heavy duty vehicle classes, 2b-8b inclusive. The MOVES source types modeled are shown in the table below. Of these, note school buses, refuse trucks and motor homes represent only a small fraction of total activity. Table 2. MOVES Source Types Associated with Class 2b - 8b Vehicles Source Type ID 31 32 43 51 52 53 54 61 62 Source Type Name Passenger Truck Light Commercial Truck School Bus Refuse Truck Single Unit Short-haul Truck Single Unit Long-haul Truck Motor Home Combination Short-haul Truck Combination Long-haul Truck 6 The idle factors correspond to short-term idling. Factors for long-term extended idling will be higher (at least for late model engines), since engine operation temperatures and loads at idle are generally not high enough to activate late-model emission controls such as SCR and EGR. Adjustment factors to account for the difference between short and long-term idling may be applied in the future, utilizing the reported differences between long and short-term hours on the Activity Information page in the SmartWay Truck Tool. 7 E15 can be modeled as well, if the required fuel specifications are provided. ------- Separate factors were developed for "Urban" and "Highway/Rural" roadway types. These factors were apportioned according to MOVES operating mode groups, which correspond to speed ranges of 0-25 mph, 25-50 mph, and 50+ mph. Emission factors calculated by the model, output by MOVES source type, were then converted to a MOBILES vehicle class basis. In this way, the Truck tool can select appropriate emission factors for use by: • weight class • model year • road type (urban vs highway/rural) • speed distribution The following describes the methodology for the emission factor calculation. Calculation of MOVES emission factors by operating mode In calculating emission factors, the primary goal is to disaggregate factors by the percentage of time a given type of vehicle spends operating at certain speeds. The ranges of speeds analyzed include 0-25 mph, 25-50 mph, and greater than 50 mph. These speed ranges correspond to MOVES operating modes #11-16, 21-29, and 30-40 inclusive, where each operating mode is defined by both the speed of the vehicle and its vehicle specific power (VSP). First, for a given source type and model year, the fraction of emissions attributable to each range of speed was determined. Emissions for a vehicle can be expressed in Equation 1: Equation 1 E' = AiE-T + A2E2' + A3E3' + A,E, + ABEB Where: E' = unconnected8 mass emissions calculated based on operating mode and emissions contribution by speed bin Ai_3 = the sum of activity fractions (in seconds) over speed range n. (A| and AB represent the activity associated with the individual operating modes for idling and braking, respectively.) £1-3' = the weighted average emissions over a given speed range n. (E| and EB represent the emissions associated with the individual operating modes for idling and braking, respectively.) Subsequent adjustment factors are presented in Equation 3 below. ------- The following figure shows a range of emissions and activity fractions for an example source type and model year. The operating mode (or VSP bin) are shown on the X-axis. The dashed red line presents the fraction of vehicle activity associated with a given operating mode, while the black circles present average HC emissions for each operating mode. 0.0028 OJ3027- OOOS6 01X354 0.0023 01X322 - 0.0021 OOO20 0.0019- 0.0018- 0.0017 0.001S 0.0015- 0,0014 0.0013- 0.0012 0.0011 - 0.0010 O.COCS 0-COW 0.0007 0.0006 - 0.0306 0.0005- 0,0003 00X302 aoooi 00X300 3 O <25 25 - 50 mph >50 o • 1 11 12 13 « 15 16 21 22 23 24 25 27 VSP 3i") PUCFT2 hc_n PtjDT ooo hemsan 2930339637383940 Figure 1. Example Emissions and Activity Fractions by Operating Mode For our purposes, An from Equation 1 is obtained by retaining the "opmodedistribution" table from the Operating Mode Distribution Generator (OMDG), which is created during a MOVES run. This table contains operating mode fractions by source type, roadway type, and pollutant/process. The sum of the operating mode fractions in each speed bin constitutes An. En' is derived from data obtained from the default MOVES "emissionratebyage" table. This table contains emission rates by pollutant process, operating mode, and age group for a wide variety of sourcebinlDs. For this analysis, a MySQL query was used to select sourcebinlDs corresponding to the source type, fuel type, and calendar year of interest, and limited our rate selection to the 4-5 year age group. The emissions obtained here were then converted to a source type basis (from their current sourcebinID basis); this was done by retaining the "sourcebindistribution" table from the Source Bin Distribution Generator (SBDG), ------- which is created during each MOVES run, and weighting the activity fractions for each source type and model year combination in this table with the data from the "emissionratebyage" table described above. Having finished this mapping, an emission rate is generated, by source type and model year, for each operating mode (corresponding to the circles in the figure above). Since En' for each speed range represents the average emissions of the range weighted by the activity in that range, the weighted average emissions can be calculated from the 0-25 mph speed bin, E-f, as follows in Equation 2: Equation 2 ,, + R^T^ + R^T,^ + R,,T,A +R,,T,c + R,KT,f E:=- vi4-ti4 ' •'Ms-Ms ' •'Me-* 16 16 2X n Where: Rn = The activity fraction for operating mode n, obtained from the OMDG table Tn = The emissions for operating mode n. Other speed bins will use different operating modes in their calculations; the equation above is merely an example illustrating the calculation method for the first speed bin. Having calculated an appropriate En' for each speed range for a given source type and model year, Equation 1 can be used, along with the appropriate activity fraction, to arrive at a total uncorrected emissions value. In and of itself, this emission factor has little value in estimating emissions. However, it can be used along with the modeled emission factor for a particular source type and model year to arrive at an overall adjustment factor, as shown in Equation 3: Equation 3 ~ K Where: E = The modeled emission, obtained from MOVES outputs, for an individual source type and model year E'= The uncorrected emissions for an individual source type and model year, calculated using operating mode distributions and emission factors from the "emissionratebyage" table This overall adjustment factor, in turn, can be applied to each individual emissions component, En', as shown in Equation 4: ------- Equation 4 En = The adjusted emissions, En, are subsequently used to calculate a total, corrected emission factor for a given source type and model year combination, as described by Equation 5: Equation 5 E = A^ + A2E2 + A3E3 + A|E| + ABEB In this way, a representative emission factor is calculated by operating mode/speed group. This will allow the Truck Tool to adjust the default operating mode percentages (An) to more accurately represent a user-provided speed profile for the vehicles they are modeling. Default operating mode percentages may also be used, as calculated above. Conversion of emission factors from source type basis to weight class Ultimately, emission factor lookup tables are required for use in the Truck tool by weight class, fuel type, and model year. However, modeled output from MOVES is aggregated by source type. Therefore a post-processing tool was developed to convert vehicle emission factors from source types to weight class based on internal MOVES tables. The conversion methodology used in this tool is described below. First, the adjusted emissions and activity output from MOVES are combined, by pollutantID, by joining the "movesoutput" and "movesactivityoutput" tables by calendar year, source type, fuel type and model year. The sourcetype and model year for each record are combined in a new field, sourcetypemodelyearlD. Next, the emissions and activity output from the first step are combined with the MOVES "sizeweightfraction" table by joining on the sourcetypemodelyearlD. The "sizeweightfraction" table contains, for a given combination of source type and model year, the fraction of vehicles apportioned across weightclasslD. Given the weightclassID, the portion of emissions and activity attributable to a given range of vehicle weights is determined, and subsequently, those weights (along with fuel type) are mapped back to MOBILES vehicle classes, which are based on GVWR. (This is achieved with a separate lookup table, "MSVehType", which is derived from Appendix B, Table 3 of the EPA's MOBILE6.2 User's Guide.) For each calendar year, sourcetypemodelyearlD and pollutantID, the sizeweightfraction is multiplied by the emissions (in grams) and activity (in miles) to obtain EmissionFrac and ActivityFrac, respectively. ------- Finally, the EmissionFrac and ActivityFrac calculated above are summed by yearlD, pollutantID, fueltypelD, and MOBILES vehicle type (e.g., HDDVSb). This provides total emissions and activity independent of the MOVES source type or vehicle model year. Finally, the aggregated emissions are divided by the activity to arrive at g/mi emission factors, presented in Appendix A. Modeling E10 Emission Rates In a MOVES run that uses nationwide defaults for fuel supply, the model includes many thousands of fuel formulations on a by-county basis in its calculations. In addition to diesel fuels, many counties in the model defaults are characterized by varying market shares of gasoline and E10. This intertwining of fuel mixtures by market share can make isolation of nationwide E10-based and gasoline-based emission factors from the model somewhat difficult. In order to isolate E10 emission factors, an external database tool was used to alter the MOVES "fuelsupply" table for two scenarios: one in which market shares for E10 and gasoline fuels were set to 1 and 0, respectively, and the inverse case, in which market shares for E10 and gasoline fuels were set to 0 and 1. Importing the updated "fuelsupply" tables using external MySQL scripts, separate E10 and gasoline MOVES runs were then performed using the newly updated information. Sensitivity Analysis Results The relative emissions impact of different speed regimes were evaluated for four road types - urban arterial, urban freeway, rural arterial, and rural freeway. To simplify the sensitivity analysis, MOVES outputs were generated for diesel long- haul combination trucks, model year 2008, run for the 2011 calendar year, using national average defaults (e.g., fuel specifications, temperatures, etc). The results of the analysis are shown for NOx and PM2.5 below. 10 ------- Default NOx Contribution by Speed Bin 7 6 - E 5 ra ' n I 1 = — Urban Art Urban Frwy Rural Art Rural Frwy Road type • IDLE nBRAK D5070 • 2550 • 0025 Default PM2.5 Contribution by Speed Bin n n.i 0.035 - 0.03 - n m °s - - • • IDLE = — • 2550 D0025 Urban Art Urban Frwy Rural Art Rural Frwy Road type Figure 2. Default NOx and PM2.s Emission Contribution by Speed Bin As shown in the above charts, the emissions for urban freeways, rural arterials, and rural freeways are all heavily dominated by high speed (50 - 70 mph) 11 ------- operation.9 In addition, actual emission levels are relatively insensitive to road type across these three types. However, speed distribution appears to have a significant bearing on emissions for urban arterial operation. Accordingly, the recommendation for Truck Tool application was to develop fully disaggregated emission factor look up tables (retaining all four road types), and then weight urban freeway, rural arterial, and rural freeway road type operations in order to aggregate emission lookup tables within the SmartWay tool to reflect "urban" (i.e., urban arterial) and "other" road types. In addition, under this approach users can choose default speed distributions for these selections, or specify the percent of operation by major speed range (0 - 25, 25 - 50, 50 - 70). Given the relative insensitivity to speed for the "other" category, specifying speed distributions would only be permitted for urban arterial operation. Under this approach, the user is given the follow input options: • Specify % Highway/Rural ("other") operation fraction • Specify % urban operation distribution by speed bin, or select "default speed distribution" Data entry is handled through the addition of a popup screen for non-default data entry (see Truck Tool User Guide for details). 2.3 Alternative Fuels NOx and PM emission factors are not available from MOVES2010 for certain alternative fuels, including biodiesel, E85, natural gas, and LPG. Accordingly, EPA used adjustment factors from a number of sources described below to estimate NOx and PM factors for these other fuels. NOx and PM emission factors for biodiesel were based on the findings from an EPA study, A Comprehensive Analysis of Biodiesel Impacts on Exhaust Emissions (EPA420-P-02-001, October 2002). This study developed regression equations to predict the percentage change in NOx and PM emission rates relative to conventional diesel fuel, as a function of biodiesel blend percentage, expressed in the following form: 9 This finding is consistent with the 2008 SmartWay partner data submissions, wherein 87% of Partners selected the 50+ mph category as the most representative of their non-urban operations. 12 ------- Equation 6 % change in emissions = {exp[a x (vol% biodiesel)] -1} x 100% Where: a = 0.0009794 for NOx, and a = -0.006384 for PM Using Equation 6, adjustment factors were developed for biodiesel blends based on the percentage of the biofuel component,10 and then these adjustment factors were applied to the appropriate conventional diesel emission factors in Appendix A (see Section 2.2 for the sources of conventional diesel emission factors). Note that the fleet-average blend value is assumed to be the same for all truck classes, since the biofuel consumption data is not collected at the truck class level. (This assumption holds for ethanol consumption data inputs as well.) For gasoline-ethanol blends, the SmartWay Truck tool only accepts fuel consumption estimates for E10 and E85 since, unlike biodiesel where the biofuel fraction can vary significantly, ethanol is generally blended with gasoline at two discrete levels: 10% (E10) and 85% (E85). As discussed in Section 2.2 above, NOx and PM factors for E10 were output directly from MOVES2010. Given the lack of heavy-duty E85 test data, adjustment factors for E85 were based on emissions estimates for light-duty vehicle cited by the US DOE Alternative Fuels and Advanced Vehicles Data Center.11 These estimates come from a technical paper published in the Journal of Air & Waste Management.12 Relative to conventional gas vehicles, the authors of this paper estimate that vehicles running on E85 provide an average NOx reduction of 54% (based on 73 vehicle tests), and an average PM reduction of 34% (based on 3 vehicle tests). These adjustment factors are applied to the appropriate gasoline engine emission factors in Appendix A to develop emission factors for E85. If the consumption level of E10 is unknown, the Truck Tool user may also specify national average default blend levels for ethanol. National totals for gasoline use for 2009 were obtained from the Energy Information Administration's (EIA) Annual Energy Outlook Reference Case for 2010, Table 46 (Transportation Sector Energy Use by Fuel Type within a Mode). Summing the energy use values for light-duty gasoline vehicles, commercial light trucks, and freight trucks from the table yields an estimate of 16,234 TBtu (15,605 + 322 + 306) for 2009. National fuel ethanol consumption estimates for 2009 were also obtained from 10 Biodiesel blend percentage is calculated by dividing B 100-equivalent gallons by total fuel gallons at the fleet level - see the Truck Tool User Guide for details regarding biodiesel use inputs. 11 i 12 i 11 See http://www.afdc.energv.gov/afdc/vehicles/emissions e85.html. last validated August 20, 2009. http://www.afdc.energy.gov/afdc/pdfs/technical_paper_feb09.pdf 13 ------- the EIA, totaling 894 TBtu (see Table 10.3, consumption minus denaturant in http://www.eia.doe.gov/aer/txt/ptb1003.html). Assuming 114,100 Btu/gallon of gasoline, and 76,100 Btu/gallon of E100,13 ethanol is estimated to constitute 7.7% of gasoline fuel consumption in the U.S., on a volumetric basis.14 Emission adjustment factors were used for gaseous fuels (LPG, CNG and LNG) that were cited by the Alternative Fuels and Advanced Vehicles Data Center, Table 2: NREL/UWV Field Tests of Natural Gas Vehicle Emissions.15. These factors were developed by the National Renewable Energy Lab and University of West Virginia based on field studies on natural gas vehicles. For this assessment, it was assumed that CNG and LNG emissions were identical. In addition, it was also assumed LPG vehicle emissions would be equal to natural gas vehicle emissions.16 To be conservative, the smallest emission reduction estimates were selected from Table 2 (86% for PM and 17% for NOx) relative to comparable diesel vehicles. These adjustment factors are then applied to the diesel emission factors in Appendix A for to develop emission factors for these fuels. The same adjustment factors are applied for all model years in the Truck Tool because model year-specific emissions data do not appear to be available at this time. Note, however, that the emissions from the combustion of alternative fuels may be different for older trucks (with minimal emission controls) and newer trucks (with extensive control systems in place) due to vehicle emission standards. 2.4 PM Control Effectiveness The Truck Tool applies adjustment factors to the PM emission factors in Appendix A and B for any pre-2007 diesel truck for which Partners have installed a specific retrofit control device. The following adjustment factors were obtained from EPA OTAQ (presented as a % reduction in emissions; see Section 3.2 below for details): • Diesel oxidation catalyst (DOC) - 25% • Closed crankcase ventilation (CCV) - 5% • Diesel particulate filter (DPF) - 90% 13 https://www.afdc.energv.gov/afdc/prep/popups/gges.htrnl last verified 12-29-10. 1416,234 TBtu gasoline x 1012 Btu/TBtu /114,100 Btu/gal= 1.42 x 1011 gallons of gasoline; 894 TBtu E100 x 1012 Btu/TBtu / 76,100 Btu/gal = 0.118 x 1011 gallons of E100; 0.118 / (1.42 + 0.118) = 7.7%. Note this methodology disregards the relatively small volumes of ethanol consumed as E85. 15 http://www.afdc.energv.gov/afdc/vehicles/emissions natural gas.html. last validated August 24, 2009. 16 The PM and NOx estimates cited by this source for LPG vehicles were actually slightly lower than for natural gas vehicles - http://www.afdc.energy.gov/afdc/veMcles/emissionsjropane.html. However, based on engineering judgment it was assumed that LPG PM and NOx emissions would be similar to comparable CNG vehicles. 14 ------- The tool applies these adjustment factors to pre-2007 PM operating and idle emission estimates. The tool also allows for situations where CCVs are applied in combination with either DOCs or DPFs. In such a case, the reduction effectiveness is calculated additively. For example, if pre-control operating emissions were 1.0 g/mile for a diesel truck, and a CCV and DPF were applied, the resulting emission rate would be: Equation 7 1.0 x [1 - (0.25 + 0.05)] = 0.07 g/mile, post-control However, the Truck Tool assumes that DOC and DPF application are mutually exclusive. 15 ------- 3.0 Emission and Activity Estimation The emission rates and adjustment factors discussed above are combined with appropriate activity data (provided by the Partners) to calculate mass emissions at the fleet and/or division level for CC^, NOx and PM, as described below. 3.1 CO2 C02 is calculated within the Truck Tool utilizing emission factors expressed in grams per gallon of fuel, as discussed in Section 2.1 above. The general equation for calculating C02 emissions using reported fuel consumption values is as follows: Equation 8 EC02 = ((F - B) xEFF) + (B x EFB) Where: £002 = grams CO2 per year F = Fossil Fuel (Gallons per year) B = Biofuel (Gallons per year) EFF = Fossil Fuel Emissions Factor (g/gal based on fuel type) EFB = Biofuel Emissions Factor (g/gal based on biofuel type) 3.2 NOx and PM Unlike C02 emissions which only vary with fuel type, NOx and PM emission rates also vary substantially depending upon model year and/or emission certification level, vehicle class, drive cycle, speed, and operation mode (running or idle). For this reason, EPA developed lookup tables in the Truck Tool with emission factors that correspond to user-supplied inputs regarding their fleet activity. The NOx and PM emission rates expressed in grams per mile were combined with the appropriate mileage metric (i.e., total miles) in order to estimate mass emissions. The general equation for calculating NOx emissions is as follows: Equation 9 ENOX = (Mc * ((GPMH x HOC) + (GPMui x UDC,) + (GPMU2 x UDC2) + (GPMU3 x UDC3) + (GPMU4 x UDC4))) x TCY/ TCT) + (GPH, xH, x TCY) Where: ENOX = grams NOx per year for a given truck class Mc = Miles driven for Truck Class C per year GPMH = Grams/mi (by truck class & engine yr) for Highway/Rural Driving HOC = Highway drive cycle % (% of miles under highway/rural driving) GPMLn/2/3/4 = Grams/mi (by truck class & engine yr) for Urban Driving by mode (1 = 0 - 25 mph; 2 = 25-50 mph; 3 = 50+ mph; 4 = deceleration) 16 ------- UDC1/2/3/4 = Urban drive cycle % (% of miles under urban driving conditions, by mode (1,2,3,4)) TCY = Number of trucks for a given Class/Year combination TCT = Number of trucks total for a given Class GPH, = Grams per hour (by truck class & engine year) for Idling HI = Hours of Idling per year (average per truck per year by class) PM emissions for non-diesel vehicles are calculated using an equation identical to that for NOx, utilizing PM emission factors. PM emission for diesel vehicles may be adjusted for PM control effectiveness, as shown below. Equation 10 EPM = ((Mc x ((GPMH x HOC) + (GPMm x UDC,) + (GPMU2 x UDC2) + (GPMU3 x UDC3) + (GPMU4 x UDC4))) x TCY/ TCT) + (GPH, xH, x TCY)) x (1 - (0.3 x TDOC / TCT)) x (1 - (0.3 x Tccv / TCT)) x (1 - (0.9 x TDPF / TCT)) Where: EPM = grams PM per year for a given truck class TDOC = Number of trucks using Diesel Oxidation Catalysts by class TCCV = Number of trucks using Closed Crankcase Ventilation by class TDPF = Number of trucks using Diesel Particulate Filters by class 0.3 = Effectiveness of DOC & CCV (30%) at reducing particulate matter 0.9 = Effectiveness of DPFs (90%) at reducing particulate matter Note the above calculation methodology assumes that the same highway/urban drive cycle fractions apply across all model years of a given truck class. Similarly, the method assumes that estimated idle hours apply equally to all model years of a given truck class. The above methodology also utilizes estimates for the fraction of miles traveled associated with different road types and speed categories, as shown in the equations above. The Truck Tool user must provide an estimate of the percent of total miles associated with highway/rural driving for each truck class. The user may also provide percentages for the miles spent driving in urban conditions (e.g., unrestricted access, surface roads in well-traveled urban areas), for different speed categories (0 - 25 / 25 - 50 / 50+ mph). This information may be obtained from analysis of truck ECM or possibly GPS data. If urban speed distribution data is not available, the user may select to use default distributions, obtained from the MOVES model. The default speed distributions for urban operation (as defined in Section 2.2 above) varies with vehicle class and model year. However, the variation over model years is very slight (typically with a range of 1 to 2 percent for the largest speed category), the percentages were averaged over all model years for a given speed category/vehicle type combination for use within the Truck Tool. 17 ------- Table 3 presents the resulting default urban speed distributions by speed category for each truck class, for both diesel and gasoline vehicles. 17 The Truck Tool utilizes the diesel vehicle default speed distributions for non-gasoline vehicles (LPG, LNG, CNG). 18 ------- Vehicle Class Speed Group Percent by Class Diesels HDDV2b HDDV3 HDDV4 HDDV5 HDDV6 HDDV7 HDDVSa HDDVSb 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 35% 38% 13% 15% 41% 36% 12% 11% 42% 35% 12% 11% 42% 35% 12% 11% 42% 35% 12% 10% 42% 35% 12% 10% 44% 35% 12% 9% 45% 34% 12% 8% Vehicle Class Speed Group Percent by Class Gasoline HDGV2b HDGV3 HDGV4 HDGV5 HDGV6 HDGV7 HDGVSa HDGVSb 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 0-25 25-50 50+ Deceleration 43% 31% 10% 15% 45% 34% 11% 11% 45% 34% 11% 10% 46% 33% 10% 11% 46% 33% 10% 11% 45% 32% 10% 14% 45% 34% 11% 10% 43% 31% 10% 15% Table 3. Default Speed Category Distributions by Vehicle Class for Urban 18 Operation (MOVES2010 basis) As seen in the above table, the MOVES model assumes that some fraction of vehicle operation is associated with "deceleration" events, evaluated 18 These values represent the urban component of driving only. If the user specifies a non-zero percentage for Highway/Rural driving, the values in the above table are automatically renormalized, so as to make the sum across urban and highway operation modes equal to 100%. 19 ------- independently from other operation due to their unique emission rate patterns.19 However, it is assumed that most Truck Tool users will not know their fleet's deceleration fraction. As such, the Truck Tool will adjust any values input by the user to include a deceleration fraction based on MOVES model percentages. If the user selects the default urban speed distributions, the Truck Tool will adjust the urban values from Table 3 to account for the percentage of miles specified for Highway/Rural operation as well. The following provides an illustrative example for calculating PM emissions for diesels given a specific set of road type / speed category distributions. NOx emission calculations will follow the same procedure. User specifies 1 Class 8b diesel, Model year 2011, traveling 100,000 mi/yr. User specifies the following Road type/speed category distributions: 40% highway/rural 30% 0-25 mph 20% 25-50 mph 10% 50+ mph For highway/rural operation, the lookup value from MOVES is 0.0195 g/mi for PM2.5 For urban operation, the lookup values are as follows: 0-25: 0.031 g/mi 25-50: 0.052 g/mi 50+: 0.012 g/mi deceleration: 0.002 g/mi Now the urban speed distribution percentage inputs must to account for deceleration, as follows: 0-25: 30% x sum of default percentages for the three speed bins (but excluding default deceleration fraction) = 30% x (45% + 34% + 12%) = 27.5% 25-50: 20% x sum of default percentages (45% + 34% + 12%) = 18.3% 50+: 10% x sum of default percentages (45% + 34% + 12%) = 9.2% deceleration: the remaining percentage, which equals 100% - 40% (highway) - 27.5% - 18.3% - 9.2% = 5.1% Now apply these percentage weights to the total mileage, and then multiply by the corresponding emission factors to obtain mass, as follows: Highway/rural component: 0.40 x 100,000 x 0.0195 = 780 grams 0-25 urban component: 0.275 x 100,000 x 0.031 = 826 grams 25 - 50 urban component: 0.183 x 100,000 x 0.052 = 952 grams 50+ urban component: 0.092 x 100,000 x 0.012 = 110 grams Deceleration urban component: 0.51 x 100,000 x 0.002 = 10 grams Therefore total = 2,678 grams of PM2.5 (This value will then be summed with any other model year/vehicle class combinations and converted to short tons.) 20 ------- As discussed in Section 2.3, the Truck Tool assumes that B100-equivalent biodiesel volumes are distributed proportionately across all diesel vehicle classes. For example, if a fleet uses 100 B-100 equivalent gallons of biodiesel, and 1,000 gallons of fuel total, the tool assumes that B10 (100 /1,000 = 10) is the blend used by each truck class. Accordingly, emission rate adjustment factors are calculated for B10 using Equation 6, and applied to the diesel emission factors for each vehicle class. Emission calculations for ethanol blends follow a different methodology, however, applying discrete emission factors for gasoline and E10 from MOVES (and adjusted gasoline emission factors for E85) with the specific fuel volume estimates provided by the user. The following provides an example illustrating how the miles of travel are apportioned across different blend volumes, in order to estimate mass emissions. User specifies 1,000 gallons of fuel total, and 10,000 miles of travel total User inputs: 100 gallons of E10 100 gallons of E85 Therefore there are 800 gallons of pure gasoline (1,000 - 100 -100) Apportion the 10,000 miles of travel across the different blend levels using gasoline-gallon equivalent (gge) factors (from https://www.afdc.enerav.gov/afdc/DreD/DODUDS/QQes.html') as follows: 100 gallons of E10 is equivalent to 100/1.05 = 95 gallons of gasoline* 100 gallons of E85 is equivalent to 100/1.39 = 72 gallons of gasoline Therefore there are 800 + 95 + 72 = 967 gasoline equivalent gallons of fuel, total. Applying the energy-equivalent fuel volume ratios to the 10,000 miles of total travel: gasoline (EO) miles = 10,000 x 800/967 = 8,273 miles E10 miles = 10,000 x 95/967 = 982 miles E85 miles = 10,000 x 72/967 = 745 miles Finally, multiplying these mileage values by the appropriate EO and E10 gram/mile emission factors from MOVES results in the desired mass emission estimates. Similarly, multiplying the E85 miles by the E85 emission factors (adjusted from EO factors as discussed in Section 2.3, provides mass emissions associated with E85. * E10 gge factor developed from linear interpolation of E100 and gasoline Btu/gallon values In addition, if national default ethanol blend levels are specified for gasoline fuel use, the Truck Tool assumes that all ethanol consumed is in an E10 blend. Therefore, assuming 1,000 gallons of gasoline are specified by the user, there 21 ------- would be 770 gallons of E10 (1,000 x .077 - see Section 2.3), and 230 (1,000 - 770) gallons of gasoline. Mass emissions would then be calculated for the gasoline and E10 components of the fuel as in the above example, apportioning total miles across gasoline and E10 in order to apply the appropriate g/mi factors. Finally, note that the PM factors output by the MOVES model for use in the Truck Tool are expressed in terms of PM2.s. The MOVES model assumes a fixed ratio of PM-io / PM2.5 for a given fuel type, as summarized below: • Gasoline-1.086 • Diesel-1.031 • CNG-1.000 These factors were applied directly to the PM2.5 emission factors to obtain mass emission and performance metrics for PM-m within the Truck Tool. In addition, it was assumed that LNG and LPG had PM ratios equivalent to the CNG value (1.00). Ethanol was assumed to have a ratio equal to that for gasoline, while the ratio for biodiesel was assumed to equal that for diesel. 3.3 Activity Calculations The Truck Tool requires users to provide specific activity information on fuel consumption, miles traveled, payload, capacity volume, and capacity volume utilization at the vehicle class level for the emissions performance assessment (see Section 4.0 below). While the user may provide direct data inputs for any or all of these activity parameters, the Truck Tool also allows the user to select default values for payload and volume determination, in the absence of fleet- specific information. (Direct inputs for payload are highly preferred over the use of calculator defaults.) The data sources and assumptions used to develop these default values are discussed below. Default Payload Distributions Average payloads can vary widely among fleets, even within a given vehicle class, depending upon commodity type and body/trailer type. (While the Truck Tool does collect commodity information, this information is not used in determining payloads.) However, common body types were identified within each vehicle class, along with associated payload distributions, using data from the US Census Bureau's 2002 Vehicle Inventory Use Survey (VIUS).20 The VIUS collected self-reported data from thousands of truck operators involved in freight movement across the U.S. In order to identify common body and trailer types at the vehicle class level, the following filters were first applied to the full VIUS dataset. 20 See http://www.census.gov/svsd/www/vius/2002.html. 22 ------- • BUSINESS = 1 (for-hire transportation or warehousing), or 2 (vehicle leasing and rental). This filter thereby excluded non-freight vehicles such as utilities, construction, and agriculture; • FUEL = 1 (Gasoline), or 2 (Diesel). Alternative fuel vehicles such as CNG and LPG were excluded; • P_EMPTY <> 100. That is, vehicles operating empty 100% of the time were excluded; • TRUCK_SORTER <>1 - excludes light-duty vehicle body types; • VIUS_GVW >2 - gross vehicle weight rating > 8,500 Ibs; • BODYTYPE <> 5 (armored), 7 (concrete mixer), 8 (concrete pumper), 9 (crane), 11 (dump), 15 (utility service), 16 (other service), 17 (street sweeper), 20 (wrecker), 21 (trash/garbage/recycling), 22 (vacuum); • TRAILERTYPE <> 4 (dump), 8 (mobile home toter), 13 (trailer- mounted equipment). After applying these screens, 14,540 records remained in the VIUS dataset for further analysis. Each of these records corresponded to survey responses from individual fleets of varying sizes, truck classes, and services. These records were then sorted by vehicle class according to the VIUS_GVW field to identify major body types within each class, and the corresponding payload averages and standard deviations. Average payload from VIUS was assumed to equal WEIGHTAVG - WEIGHTEMPTY. Body types constituting approximately 5 percent or more of the total VIUS class- level vehicle count were included in the Truck Tool Payload Calculator, as described in Section 3.3.2.b of the Truck Tool User Guide.21 In addition, the payload averages and ranges for "Other" body type categories were set equal to the class-level values within the VIUS (i.e., averaged across all body types). Table 4 presents the payload averages, standard deviations, minimum and maximum values for common body types by vehicle class.22 Note that the average values and standard deviations presented below are not weighted by fleet size. Table 4. Average Payload and Standard Deviation (short tons) for Common Body Types, by Vehicle Class (VIUS 2002 basis - diesel and gasoline) Bodv/trailer tvoe Average pavload (tons) Std Deviation Max Min Vehicle Count M %of Vehicle Class Class 2b 21 Trailer types representing less than 5 percent of the Class 8b category are also presented, due to the relatively large vehicle populations within this class. 22 Given the lack of data on non-diesel heavy-duty vehicles, payload ranges are assumed to apply to all fuel types. 23 ------- Bodv/trailer tvoe flatbed/stake/platform step/walk-in van (basic enclosed) All (other) Average pavload (tons) 1.3 1.2 1.1 1.2 Std Deviation 0.4 0.4 0.7 0.6 Max 2.0 2.3 2.9 2.9 Min 0.8 0.3 0.0 0.0 Vehicle Count M 756 5,591 3,897 10,794 %of Vehicle Class 7% 52% 36% Class 3 step/walk-in van (basic enclosed) All (other) 2.1 1.8 1.9 0.5 0.8 0.7 3.8 4.5 4.5 0.4 0.0 0.0 39,555 20,490 65,544 60% 31% Class 4 flatbed/stake/platform step/walk-in van (basic enclosed) All (other) 2.1 3.1 2.7 2.8 0.9 0.8 0.8 0.8 3.4 5.2 5.0 5.2 0.3 0.2 0.2 0.2 3,502 12,554 15,385 34,025 10% 37% 45% Class 5 step/walk-in van (basic enclosed) All (other) 4.1 3.2 3.4 0.9 1.2 1.3 5.4 6.5 6.5 0.3 0.0 0.0 14,058 17,595 34,670 41% 51% Class 6 flatbed/stake/platform reefer step/walk-in van (basic enclosed) All (other) 4.5 5.0 5.3 4.7 4.9 1.9 1.5 1.1 1.5 1.5 8.8 8.5 8.5 10.0 10.0 0.5 0.8 0.5 0.5 0.4 6,986 7,301 27,711 74,600 121,747 6% 6% 23% 61% Class 7 - straight trucks beverage flatbed/stake/platform reefer tank (fluid) van (basic enclosed) All (other) 8.2 5.5 7.1 6.8 5.9 6.3 3.1 3.2 1.9 2.3 2.2 2.4 14.1 12.0 10.6 10.0 11.0 14.1 0.5 0.0 4.5 0.0 1.0 0.0 2,617 2,762 4,203 3,272 18,278 33,250 8% 8% 13% 10% 55% Class 7 - combination trucks flatbed/stake/platform reefer van (basic enclosed) All (other) 5.2 3.6 5.0 5.0 0.4 1.0 1.6 1.6 6.0 4.5 7.8 7.8 5.0 2.5 0.0 0.0 869 484 4,948 6,585 13% 7% 75% Class 8a - straight trucks flatbed/stake/platform 9.1 4.9 25.5 1.0 4,070 28% 24 ------- Bodv/trailer tvoe tank (fluid) van (basic enclosed) All (other) Average pavload (tons) 12.9 9.7 10.9 Std Deviation 3.6 4.6 4.7 Max 22.0 24.5 25.5 Min 4.0 1.0 1.0 Vehicle Count M 3,668 5,390 14,526 %of Vehicle Class 25% 37% Class 8a - combination trucks beverage flatbed/stake/platform van (basic enclosed) All (other) 12.3 9.9 10.6 10.5 4.4 4.3 4.0 4.1 18.5 21.2 21.5 21.5 1.0 1.4 0.3 0.3 4,994 8,139 79,757 104,842 5% 8% 76% Class 8b - combination trucks flatbed reefer tanker Dry van (single trailer) Dry van (double trailer) Dry van (triple trailer) specialty Chassis (container) All (other) 23.9 22.2 26.0 19.5 20.6 27.1 24.5 22.2 21.6 4.0 2.9 4.7 6.7 5.8 3.2 5.0 4.3 6.1 60.0 32.3 49.5 40.4 41.3 31.8 52.5 32.5 60.0 10.5 6.0 15.4 0.5 7.5 24.5 8.3 2.0 0.5 64,385 67,028 42,100 313,057 10,468 283 43,047 8,398 548,767 12% 12% 8% 57% 2% 0% 8% 2% The values above serve as the basis for the default payload ranges provided in the Truck Tool payload calculator. For most vehicle class/body type combinations, five default ranges are offered for Partner selection: • Range 1: from 0 tons to (Average payload - 2 x standard deviation); • Range 2: from (Average payload - 2 x standard deviation) to (Average payload - 1 x standard deviation); • Range 3: from (Average payload - 1 x standard deviation) to (Average payload + 1 x standard deviation); • Range 4: from (Average payload + 1 x standard deviation) to (Average payload + 2 x standard deviation); and, • Range 5: from (Average payload + 2 x standard deviation) to VIUS Maximum observed value. Once a particular range is selected, the payload calculator estimates the 23 In a few instances, the maximum VIUS value for a particular vehicle class/body type combination was less than the Range 4 minimum value. In these cases the Payload Calculator simply indicates Range 5 as "not available". 25 ------- midpoint of the range in order to estimate class level average payloads. The estimated midpoint payload values for each body type are weighted by one of the four allocation methods specified by the user in the payload calculator: # miles, # trips, % operation, and # vehicles by body type. The weighted sum is then used as the class level average payload, which in turn is used directly in determining grams per ton-mile performance metrics for the fleet. Payload data based on bills of lading and entered directly into the Truck Tool (without using the payload calculator) are validated using the same VIUS data described above, corresponding to the "Other" body types in the calculators.24 Default Capacity Volumes The Truck Tool also provides a volume calculator to estimate the cubic feet associated with the common straight truck body types (classes 2b through 7) identified using the VIUS dataset, as well as typical trailer, container, carrier, and tanker sizes, for combination trucks (classes 8a and b). Capacity volumes in cubic feet are relatively easy to estimate for many combination trucks. Per unit interior volume defaults are assumed for standard dry vans - no high cubes, reefers, etc.), and containers. Trailer calculations assume an 8' x 9' cross- section, and the exterior length less 1/2 foot. 20 and 40 foot container dimensions are referenced in many places, such as http://www.mussonfreight.com/containers/containers.html.— Table 5 summarizes the default volumes assumed for a number of standard trailers, containers, tankers, and bulk carriers. Table 5. Default Average Cubic Feet (Class 8a - 8b trucks) Type Trailers Containers Size 28ft 40ft 42ft 45ft 48ft 53ft 57ft 28x28 40x28 40x40 48x48 28x28x28 20ft 40ft Cubic Feet 1,980 2,844 2,988 3,204 3,420 3,780 4,068 3,960 4,824 5,688 6,840 5,940 1,159 2,347 24 For class 7 trucks, direct entries are validated against the payload distributions for straight trucks; for class 8a trucks, direct entries are validated against the distributions for combination trucks. 25 53 foot containers are assumed to have interior dimensions of 52' 5" x 7' 8" x 7' 10" 26 ------- Tankers Bulk Carriers 53ft Small (3,000 gal) Medium (5,250 gal) Large (7,500 gal) Small (22'x8'1 0.25') Medium (32'x8'x1 1 ') Large (42'x8.5'x1 1 .5') 3,148 401 702 1,003 1,804 2,816 4,106 Cargo volume capacity data is often not readily available for straight trucks, however. Such trucks are highly variable in their configuration and when volume estimates are found, the data often do not permit cross-referencing with vehicle class. Most highway infrastructure and operating agencies, including enforcement, are concerned about weight (e.g., pavement and structure damage), but not cubic capacity. The operating agencies are also concerned about maximum dimensions, of length, height and width (for, respectively, turning radii, vertical clearance, and lane width) but the shape of the box and its relation to the truck superstructure, not these maximums, dictates cubic capacity. Little public research on the cubic capacity of the box has been done, and thus little information is published. Available information was compiled as it relates to cargo volume capacity for the common straight truck body types identified in the VIUS. (Following a SAS analysis on the VIUS Microdata, grouping body type versus cubic cargo capacity, it was determined that none of the 246 variables in VIUS included cubic capacity information.) Without a comprehensive data source, such as the VIUS, other strategies needed to be employed to develop examples, or ranges, of volume capacity for the various body type/truck class combinations of interest. A literature review and vendor interviews were performed to determine appropriate values for cargo volume capacity. The first step in the literature review involved preparing a list of vendors responsible for designing, manufacturing, or operating all the different truck types identified. Cubic capacity is also dependent upon a variety of factors and is not uniform for even the same make and model, as many truck manufactures will design to specifications based on a client's unique needs for their cargo. For example, a client may request a manufacturer to design a truck interior to best accommodate the delivery of a certain size of parcel, and install shelving or otherwise compartmentalize to that end. Consideration was given to these factors during the review. The literature review encompassed Internet searches of vendors of the truck types described above. Sources explored included truck manufacturers, dealers, and fleet lessors of vehicles such as Budget/U-haul/Enterprise/Ryder/E-Dart). 27 ------- Additionally, validation searches were performed on websites outlining current truck sales to help identify the appropriate size/class of the vehicles and applicable specifications. The following information was collected from these searches for over 40 different vehicles currently available on the market: • Length, width, height of the cargo hold • Reported cargo space (cubic feet) • Gross Vehicle Weight • Payload • Manufacturer • Make/Model • Reference website Outreach to key stakeholders in the commercial vehicle industry was also performed to further validate the information collected from the literature and resource review. Contact was made with representatives from Volvo Trucks North America; the American Transportation Research Institute (ATRI); the Commercial Vehicle Safety Alliance (CVSA); the Truck Manufacturers Association (TMA); Federal Highway Administration (FHWA) Truck Size and Weight; and a wide variety of trucking manufactures and other vendors. The results of this review are provided in Table 6 below for straight trucks, class 2b through 7. In those instances where multiple vehicle models were identified for a given body type/vehicle class combination, simple averages were calculated across models.26 Consistent with the Payload Calculator methodology, the value for "Other" body types was set equal to the average across all body types identified for a given truck class. Table 6. Estimated Capacity Volumes (cubic feet) for Common Straight Truck Body Types, by Vehicle Class Body/trailer type Average Capacity Volume (Cubic Feet) Class 2b flatbed/stake/platform step/walk-in van (basic enclosed) Other 336 314 340 330 Class 3 step/walk-in van (basic enclosed) 547 450 Ideally in the future capacity estimates would be weighted by model sales data or other sources of information related to the relative frequency of the different vehicle makes and models. 28 ------- Body/trailer type Other Average Capacity Volume (Cubic Feet) 599 Class 4 flatbed/stake/platform step/walk-in van (basic enclosed) Other 448 700 808 830 Class 5 step/walk-in van (basic enclosed) Other 670 1,515 1,233 Class 6 flatbed/stake/platform reefer step/walk-in van (basic enclosed) Other 672 1,521 1,496 1,380 1,267 Class 7 beverage flatbed/stake/platform reefer tank (fluid) van (basic enclosed) Other 1,505* 728 1,774 267 1,552 1,505 *Set equal to "Other" due to lack of data Once a default capacity volume is selected, the volume calculator weights the volume estimates for each body type by one of the four allocation methods: # miles, # trips, % operation, and # vehicles by body type. The weighted sum is then used as the class level average capacity volume, which in turn is used directly in determining grams per volume-mile performance metrics for the fleet. A list of websites utilized in the literature review is provided below. Truck manufacturers: www.gmc.com www. Chevrolet, com www.ford.com www.freightlinersprinterusa.com www.silvercrowncoach.com 29 ------- Fleet operators: www.uhaul.com www.pensketruckrental.com www. budgettruck. com www. hendersonrentals. co. nz www.hackneybeverage.com www.hackneyusa.com www.fedex.com www.grummanolson.com Other sources: www. usedtruckdepot. com www. usedtrucks. ryder. com www.truckingauctions.com www.truckpaper.com www.motortrend.com files.harc.edu/Projects/Transportation/FedExReportTask3.pdf The detailed findings of this review are presented in Appendix D. 3.4 Data Validation The SmartWay Truck Tool has a number of standard range and value checks that must be passed before Partners can submit their data to EPA. Many of these checks simply confirm the presence of required data (e.g., total miles for each truck class selected), or the accuracy of logical relationships (e.g., revenue miles < = total miles). The list of these basic checks is provided below. Partners will not be able to finalize their fleet files until all errors have been resolved. Table 7. Basic Range and Logical Checks - Conditions Resulting in Error or Warning Messages Screen Contact Info General Info General Info General Info General Info General Info Activity Info Activity Info Model Year Description Missing data in any required field. (Optional fields: Address2, Toll- Free Phone, Phone Extension, Fax, Salutation & Middle Initial) Blank long-haul vs. short-haul percentages No fuel types checked PM Reductions checked but no PM reduction values entered Blank for percentage of truckloads that utilize 100% of available cargo capacity No commodities selected Blanks for any checked truck class field Blanks for any Data Source field No truck classes selected Type Error Error Error Error Error Error Error Error Error 30 ------- Screen Model Year Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info Activity Info PM Reductions PM Reductions Description No truck counts entered for a selected (checked) truck class Zeros for Total Miles, Revenue Miles, Gallons of Fuel, Payload or Volume Revenue Miles > Total Miles Driven Empty Miles > Total Miles Driven Capacity Utilization > 100% or= 0% Biofuel gallons > Total Fuel gallons Average Payload outside 2 standard deviations or outside 1 standard deviation without an explanation Average Payload outside 1 standard deviation (with explanation) Average Volume outside 2 standard deviations or outside 1 standard deviation without an explanation Average Volume outside 1 standard deviation (with explanation) Average Idle Hours > 8,760 (8,760 = 365 x 24) Truck body types on payload and volume calculators not in agreement Miles per truck > 1 25,000 for classes 2b - 7 or miles per truck > 200,000 for classes 8a and 8b Miles per truck > 500,000 Miles per gallon outside 1 standard deviation (but within 2 standard deviations) from average for that truck class Miles per gallon outside 2 standard deviations from average for that truck class Value in any PM Reductions field > value in corresponding Model Year field Values for PM Trap + DOC (together) > value in corresponding Model Year field Type Error Error Error Error Error Error Error Warning Error Warning Error Error Warning Error Warning Error Error Error Also note that there is an implicit validation check on all numeric fields because the system will not accept any non-numeric characters (including minus signs) within these fields. Additional, rigorous validity checks of key data inputs are also needed to ensure the overall quality of the performance metrics calculated by the Truck Tool. Validity checks serve three purposes to this end. First, unusually high or low values can be identified and flagged for the user's attention before finalizing inputs. For example, a user may misplace a decimal or inadvertently add an extra zero upon data entry. By comparing these data entries to reliable industry averages and distributions, these values can be flagged allowing users to quickly correct such errors. Second, under certain circumstances Partners may operate their fleets under atypical conditions, resulting in extreme (outlier) data values. For example, permitted heavy-haul operations may routinely exceed industry-average payload values by 10 or more tons. By flagging such data entries Partners have the 31 ------- opportunity to provide additional information regarding their unique operating conditions through use of the Truck Tool comment fields. Finally, independent criteria can be established to ensure that data inputs are never allowed to exceed certain physically-constrained absolute limits. For example, a truck cannot exceed roughly 500,000 miles per year, even with dual drivers and minimal maintenance time, simply due to the available hours per year and highway speed limits. Similarly, conventional engine technology will necessarily limit the maximum possible mpg obtainable by a truck under even optimistic operating conditions. Data values above these absolute maximum levels are not allowed by the Truck Tool, and users are required to modify the associated inputs before proceeding. Four key parameters were identified for detailed validity checks of class-level data inputs: average annual miles per truck, average payload, average volume, and miles per gallon (mpg). The data sources and validation rules associated with each of these parameters is discussed below. Annual Miles per Truck Appendix C presents a number of parameter distributions compiled from draft SmartWay partner submissions of their 2008 fleet files, including annual miles per truck by vehicle class.27 As seen in the histograms, the class 2b through class 7 distributions are highly skewed toward relatively low mileage rates. On the other hand, the class 8b mileage data appears to resemble a normal distribution centered at approximately 100,000 miles per year. (Class 8a vehicles present a much less "organized" distribution, with substantial spread over a very large range of values.) As such, it was decided to implement a 2- tiered warning system, applying the following rules: • For class 2b through 7 vehicles, raise a warning flag if annual mileage is > 125,000 miles per year; • For class 8a/b vehicles, flag if mileage is > 200,000 miles per year; • For all classes, do not allow mileage values greater than 500,000 miles per year. Average Payload As summarized in Table 4 above, the VIUS data was used to develop default payload ranges for different common body types, by truck class. Ranges are centered around the average payload value, with boundaries at one and two times the standard deviation of the payload distribution. While the tool will flag any payload input more than one standard deviation from the average value, and 27 Note that this data was collected before implementing rigorous validation routines. As such it may contain inaccurate/erroneous data points. However, the data provides a reasonable "first cut" at establishing warning levels for Partners to confirm or modify their data inputs. 32 ------- requires an explanation for any entry greater than two standard deviations from the average, the tool will allow any non-zero payload to be entered. Average Capacity Volume As discussed in Section 3.3, data regarding straight truck capacity volumes was extremely limited. As such, it was not possible to develop distributional estimates for this parameter. Accordingly, a simple validation criteria was implemented, applying a "yellow flag" to data entries differing from the default value for a given body type by +/- 25%, and a "red flag" to values greater than 50%.28 Average Miles per Gallon The distribution of diesel mpg values for SmartWay partners (based on draft 2008 data) is shown in Appendix C by vehicle class. The mpg values for class 6 and larger vehicles appear to be roughly normally distributed, while the distributions for the smaller vehicles do not appear to follow a clear pattern.29 In order to remove potentially erroneous values from the data, the top and bottom 5% of mpg values were dropped from the distributions, and averages and standard deviations were calculated for the remaining data. This process preferentially removed high end values from the original distributions, thereby lowering both sample averages and standard deviations. The resulting values are presented in Table 8. These values were used to develop five ranges for validation of class-level mpg estimates based on standard deviations, similar to the ranges developed for average payload described above. 28 For this parameter "red flag" warnings simply note that the associated value is far from the typical value for that body type/class, while "yellow flag" warnings note that the value is somewhat larger/smaller than anticipated. Explanations are not requested for warnings. 29 The smaller vehicle class distributions also have substantially smaller sample sizes, increasing their associated uncertainty. 33 ------- Table 8. SmartWay Partner Average MPG, Standard Deviation, and Validation Ranges for Diesel Vehicles (2008 Data Submittal) Class 2b 3 4 5 6 7 8a 8b Ave 11.68 9.11 10.04 8.13 7.59 7.37 5.98 5.86 Std dev 4.01 3.63 2.53 2.72 1.38 1.57 0.69 0.51 Range 1 min >0.00 >0.00 >0.00 >0.00 >0.00 >0.00 >0.00 >0.00 max 3.66 1.85 4.98 2.69 4.83 4.23 4.60 4.84 2 min 3.66 1.85 4.98 2.69 4.83 4.23 4.60 4.84 max 7.67 5.48 7.51 5.41 6.21 5.80 5.29 5.35 3 min 7.67 5.48 7.51 5.41 6.21 5.80 5.29 5.35 max 15.69 12.74 12.57 10.85 8.97 8.94 6.67 6.37 4 min 15.69 12.74 12.57 10.85 8.97 8.94 6.67 6.37 max 19.70 16.37 15.10 13.57 10.35 10.51 7.36 6.88 5 min 19.70 16.37 15.10 13.57 10.35 10.51 7.36 6.88 max* 24.96 23.28 20.16 18.72 18.00 14.52 11.16 11.16 *Based on PERE modeling results - see below. 34 ------- In addition to the standard deviation estimates derived from adjusted Partner data, upper bound mpg values were also estimated to establish absolute maximum values. These upper bound values are intended to reflect fundamental physical constraints on potential vehicle efficiency. Accordingly, if calculated mpg values exceed this upper bound limit, Partners must revise their mileage estimates, fuel consumption estimates, or both in order to lower their mpg values. PERE Modeling To calculate the maximum expected values for fuel economy for each of the truck classes, EPA's Physical Emission Rate Estimator (PERE) model was used. This model calculates second-by-second fuel consumption for user-defined drive cycles based on a physical model. The model takes a number of user-specified parameters, along with its own defaults, to perform these calculations for a variety of vehicle and powertrain types. The assumptions and data sources for the model inputs used are presented below. [NOTE: The values developed using the PERE model should be considered preliminary estimates. Upper bound efficiency estimates will be revised based on improved engine modeling tools recently developed by the EPA in support of the upcoming heavy-duty vehicle Notice of Proposed Rule Making.] Inputs to the model were chosen such that their result would define an upper limit for the fuel economy of the different truck classes. Many of the parameters were based on Internet searches for specifications of various trucks in "as-delivered" condition, prior to the addition of various vocational or cargo equipment installations that would increase drag and vehicle weight. For specifications that were not available, parameters were chosen based on engineering judgment for reasonable best-case values. An important source of information was an EPA draft document discussing the use of the PERE model by Nam and Gianelli30. This document contained equations that could be used for estimates of some of the input parameters, along with information describing the use of the model. The two most sensitive inputs to the PERE model include vehicle weight and engine size. Vehicle weights and engine sizes were taken from manufacturer supplied truck specifications where possible. For example, the Ford publication F-250/F-350/F-450/F-550 Specifications31 contains base curb weights and engine sizes for some of their offerings in the medium duty truck market. Another source of manufacturer data was in the Kenworth T170/T270/T370 Body Builders 30 Nam, Edward and Gianelli, Robert, Fuel Consumption Modeling of Conventional and Advanced Technology Vehicles in the Physical Emission Rate Estimator (PERE). US EPA Publication EPA420-P-05- 001, February 2005. 31 FordF150.net. F-250/F-350/F-450/F-550 Specifications. Retrieved from http://www.fordfl50.net/specs/05sd_specs.pdf 35 ------- Manual32. The T170-T370 model range consists of medium duty trucks that can be delivered with a cab-only chassis. The builder's manual describes all of the dimensions relevant to the manufacturer of a body or cargo area on the rear of the chassis. As such, it includes curb weights, length and width, and gross vehicle weight ratings that were used in creating many of the PERE inputs for the class 5, 6, and 7 maximum fuel economy estimates. Where specifications for multiple trucks were found for a given class, values were selected that would result in maximum fuel economy, unless they were deemed atypical of in-use vehicles. Overall, variations in weight and engine size over the ranges found in literature did not have a large effect on fuel economy estimates compared to other inputs to the PERE model, as discussed below. The assumed number of transmission gears for each truck class was also based on specifications found on manufacturers' web sites. However, there is a wide range in the number of gears associated with the different transmissions available. While the most efficient setup for class 2b through class 4 would likely be a 6 speed manual transmission, there are a variety of options for classes 5 through 7. Since it is common for modern class 8 trucks to have 10 gears, intermediate values were assumed based on the class 4 and 8 speeds (six for Class 5, eight for Class 6, and ten for Class 7). All trucks were modeled with manual transmissions. The PERE model also requires shift speeds as an input to the model, but examples shift points were not found in literature or Internet searches. On-road data from class 8 trucks with 10-speed manual transmissions had been measured previously, and this data was analyzed to estimate typical up-shift speeds for the instrumented truck33. Using derived the speed/gear curve, two other curves were created by proportionally scaling for the 6 and 8 speed trucks modeled in the study. The shift speed chart has a very strong effect on the PERE model's predicted fuel economy, but using these carefully scaled shift point curves should mitigate this source of uncertainty somewhat. There were three other input values required for this assessment regarding the truck drivelines. First, diesel engine efficiency was taken to be 40% over the entire drive cycle. The maximum engine speeds and highway cruise speeds were adjusted as well, to account for the larger displacement of heavy duty engines turning more slowly than typical class 2b truck engines. The effects of the engine speed parameters on estimated fuel economy were relatively small however. 32 Kenworth. Kenworth T170/T270/T370 Body Builders Manual. Retrieved from http://www.kenworth.com/brochures/2009_Hybrid_Body_Builders_Manual.pdf 33 U.S. EPA Contract #EP-C-06-080, Work Assignment 3-07, ongoing project with Eastern Research Group, Inc. 36 ------- The road load estimation required assumptions and calculations as road load curves are not generally available in the manufacturers' literature. Two different methods of road load estimation were used and compared in an attempt to ensure the use of reasonably representative values. The results of the two methods were presented as a high and low estimate of the range of best-case fuel economy. The first method uses A, B, and C coefficient inputs for the PERE model to generate a quadratic equation of road load similar to that used by chassis dynamometers. These coefficients were estimated using the equations in Table 9 from Nam and Gianelli (2005) that provide estimates for A, B, and C based on truck weight and class. In general, A represents the rolling resistance term, C represents the aerodynamic drag term, and B is assumed to be zero. The second method of road load calculation is based on a coefficient of rolling resistance (Cp), the aerodynamic drag coefficient (Cd), and the vehicle frontal area (AF) in a physical equation of the truck's road load, given in Equation 1 from Nam and Gianelli (2005). Coefficients of drag were based on values in literature, such as manufacturers' specifications for class 2b and in a report publication by Argonne National Laboratory34. Values for Cd ranged from 0.45 for class 2b and smaller medium duty trucks, to 0.5 for the class 8 long-haul trucks. The heavier medium duty trucks were assumed to have a Cd of 0.55 as they were assumed to be essentially vocational trucks with less streamlined aerodynamics. Frontal area was taken from manufacturer specifications where available. As given in Nam and Gianelli, the product of truck height and width was multiplied by a factor of 0.93 to get an estimate of effective AF. Engineering judgment was applied to the dimensions found in literature to ensure a representative increase in frontal area from the smaller to larger trucks. The rolling resistance values were estimated using the trends observed by both Nam and Gianelli (2005) along with Delorme Karbowski, and Sharer (2009), ranging from 0.01 for the light and medium duty trucks, down to 0.008 for the class 8 trucks. The final input to the PERE model was the second-by-second drive cycle information. It was assumed that the best case fuel economy would be encountered during highway driving, and that any of these types of vehicles could be used for extended highway travel. For this reason, the EPA Highway Fuel Economy Test (HwFET) was chosen for the driving cycle for all truck classes. Even though the test is designed only for light duty vehicles, it was used as the best representation available for in-use highway driving. The key values used as the inputs for the PERE model fuel economy calculations are given by truck class in Table 9. 34 Delorme, A., Karbowski, D., and Sharer, P. Evaluation of Fuel Consumption Potential of Medium and Heavy Duty Vehicles through Modeling and Simulation. Argonne National Laboratory, DEPS-BEES-001, October 2009. 37 ------- Table 9. Key Assumptions for PERE MPG Modeling Class 2b 3 4 5 6 7 8 Minimum Weight, Ibs 5,750 6,000 8,500 9,500 13,000 15,000 25,000 Engine Disp., L 6.0 6.0 6.4 6.7 6.7 8.3 13 Number of Gears 6 6 6 6 8 10 10 Effective Gear Ratio, RPM/mph 35 35 33 33 33 31 30 Applicable Drive Cycle Highway (HwFET) Highway (HwFET) Highway (HwFET) Highway (HwFET) Highway (HwFET) Highway (HwFET) Highway (HwFET) Finally, the resulting mpg outputs from the PERE model were multiplied by 1.2 to provide an additional allowance for extraordinary operating conditions. The resulting values are shown under the Range 5-max column in Table 8 above. Non-Diesel MPG Validation The 2008 data submissions from SmartWay partners did not include enough information on non-diesel trucks in order to develop a robust distribution of mpg values for validation purposes. Accordingly, engineering judgment was used to adjust the diesel mpg values for other fuel types, accounting for general, relative vehicle and/or fuel efficiency differences. First, a ratio was developed for adjusting diesel mpg values to comparable gasoline mpg values, based upon simulated modeling performed by Argonne National Laboratory.35 The Argonne data for gas and diesel trucks was based on PSAT simulations of a typical pickup in the class 2b or class 3 range. The fuel consumption was reported for the same truck equipped with both gasoline and diesel engines over the various EPA emissions and fuel economy driving cycles. Using this data, a combined fuel economy was calculated using the method from EPA's pre-2008 combined 2- cycle fuel economy using the FTP and Highway cycles as given in 40 CFR Part 600. This method uses a weighted harmonic average of the two values, with the FTP weighted at 55% and the Highway weighted at 45%. The difference in the calculated combined fuel economies for the gas- and diesel-powered model results showed that the diesel had a 25.9% greater fuel economy than gasoline. These results are a direct volumetric comparison rather than in terms of gasoline-equivalent gallons. As such, the diesel mpg ranges shown in Table 8 above were divided by 1.259 to obtain comparable mpg ranges for gasoline vehicles. Since CNG vehicle fuel consumption is reported in terms of gasoline-equivalent gallons, the mpg validation ranges for CNG vehicles were set equal to those for comparable gasoline vehicles. 35 Delorme, A. et. al., Impact of Advanced Technologies on Medium-Duty Trucks Fuel Efficiency, Argonne National Laboratory, 2010-01-1929. 38 ------- Validation ranges for LPG and LNG vehicles were developed from the gasoline gasoline gallon equivak thereby adjusting mpg ranges, dividing the gasoline values by the appropriate gasoline gallon equivalent factor for these fuels (1.35 for LPG and 1.52 for LNG),361 values for volumetric energy density. 36https://www.afdc.energy.gov/afdc/prep/popups/gges.html 39 ------- 4.0 Performance Metrics The Truck tool allows the user to calculate their emissions performance using a number of different metrics, at different levels of aggregation. Available performance metrics include: • Grams per mile • Grams per Payload Ton-Mile • Grams per Thousand Cubic Foot-Miles • Grams per Thousand Utilized Cubic Foot-Miles The Internal Metrics report within the Truck Tool presents the results of 36 calculations (4x4x3 = 48), which represent the following four calculations for each of the three pollutants (CCb, NOx, PM-m and PM2.s) and for each of three different mileage types (total, payload, and loaded). Note that all capitalized fields represent fields in the user interface: 1. g/mile: £ E / M where E = Emissions, M = Miles Driven 2. g/avg payload ton-mile: X E / (M x AP) where E = Emissions, M = Miles Driven, AP = Average Payload 3. g/avg cubic foot volume: X E / (M x ACV) where E = Emissions, M = Miles Driven, ACV = Average Capacity Volume 4. g/avg utilized cubic foot: X E / (M x ACV) / CU where E = Emissions, M = Miles Driven, ACV = Average Capacity Volume, CU = % Cube Utilization For all four calculations: Emissions = grams of pollutant (as specified above) Miles Driven = Total Miles, Payload Miles, or Loaded Miles (Total Miles minus Empty Miles) As shown in the equations above, summations are performed for the different metrics. Each of the metrics is automatically aggregated across model years (for NOx and PM) for all reporting purposes. Additional aggregation may be reported across truck classes, fuel types, divisions, and at the company level, as specified by the user. 4.1 Upcoming Functionality Future versions of the Truck Tool will contain additional functionality to allow Partners to track their performance from year to year, as well as to compare their performance with other Partners. 40 ------- Appendix A: MOVES2010 NOx/PM2.s Emission Factors (g/mi) ------- Year& Class 1988-2b 1988-3 1988-4 1988-5 1988-6 1988-7 1988-8a 1988-8b 1989-2b 1989-3 1989-4 1989-5 1989-6 1989-7 1989-8a 1989-8b 1990-2b 1990-3 1990-4 1990-5 1990-6 1990-7 1990-8a 1990-8b 1991-2b 1991-3 1991-4 1991-5 1991-6 1991-7 1991-8a 1991-8b 1992-2b 1992-3 1992-4 1992-5 1992-6 1992-7 1992-8a 1992-8b 1993-2b 1993-3 1993-4 Diesel NOx Decel 2.160 2.620 2.645 2.594 2.580 2.522 2.364 2.208 2.319 2.579 2.645 2.610 2.566 2.570 2.409 2.201 2.018 2.062 2.041 2.030 1.968 1.962 1.789 1.673 1.708 1.867 1.763 1.798 1.811 1.748 1.597 1.522 1.660 1.809 1.879 1.877 1.823 1.786 1.609 1.527 1.750 1.827 1.859 Diesel NOx Oto25 21 .928 30.178 29.220 31.317 31 .907 34.196 39.664 44.797 28.042 28.316 29.207 30.615 32.477 32.348 38.330 44.990 14.980 19.693 22.499 22.994 25.638 25.819 31 .854 35.450 12.574 20.781 25.143 17.026 23.221 25.559 30.267 32.732 11.197 18.413 20.745 20.848 23.154 24.646 30.647 32.997 14.060 19.449 21 .579 Diesel NOx 25 to 50 27.251 42.188 40.581 44.473 45.639 50.264 61 .936 73.515 37.479 38.445 40.542 43.061 46.753 46.587 59.002 73.950 18.875 25.736 31 .030 32.025 37.207 37.583 50.533 58.781 15.880 29.257 38.032 22.302 34.176 39.043 49.581 55.442 14.207 24.503 29.102 29.459 33.901 37.055 50.434 56.015 17.757 26.423 30.695 Diesel NOx 50 + 7.314 10.897 9.846 12.226 12.894 15.632 22.420 28.860 11.367 9.426 9.827 11.397 13.552 13.382 20.662 29.122 5.622 7.018 7.482 8.066 11.117 11.361 18.828 23.448 4.794 7.111 12.208 6.083 9.927 12.788 18.839 21.938 4.440 6.261 6.964 7.136 9.769 11.553 19.049 22.159 5.114 6.549 7.900 Diesel NOx Highway 12.639 18.970 17.152 21.757 22.889 27.231 34.854 39.909 21.494 15.980 17.119 20.168 24.111 23.843 33.294 40.055 8.882 12.096 12.740 14.052 19.700 20.007 28.283 31.492 7.578 11.939 21.136 10.356 17.700 21.719 27.337 29.486 6.812 10.619 11.791 12.301 17.469 20.273 27.738 29.695 8.325 11.136 14.067 Diesel PM2.5 Decel 0.085 0.066 0.060 0.068 0.071 0.077 0.098 0.123 0.084 0.066 0.060 0.066 0.071 0.072 0.091 0.122 0.099 0.083 0.061 0.062 0.072 0.072 0.098 0.117 0.231 0.060 0.082 0.167 0.073 0.085 0.118 0.143 0.238 0.124 0.063 0.060 0.073 0.080 0.122 0.143 0.216 0.093 0.065 Diesel PM2.5 Oto25 1.034 1.173 1.194 1.242 1.255 1.369 1.619 1.864 1.242 1.142 1.207 1.229 1.310 1.302 1.582 1.892 1.041 1.147 1.180 1.216 1.370 1.382 1.761 2.007 0.675 1.096 1.465 0.906 1.303 1.499 1.898 2.115 0.595 0.958 1.074 1.080 1.279 1.406 1.923 2.127 0.747 1.015 1.152 Diesel PM2.5 25 to 50 1.386 1.532 1.543 1.573 1.585 1.655 1.832 2.020 1.540 1.504 1.549 1.561 1.613 1.614 1.796 2.026 1.420 1.507 1.530 1.551 1.639 1.646 1.889 2.052 0.683 0.824 1.059 0.755 0.958 1.084 1.380 1.557 0.653 0.792 0.849 0.828 0.965 1.037 1.408 1.556 0.714 0.790 0.870 Diesel PM2.5 50 + 0.336 0.418 0.436 0.428 0.427 0.438 0.465 0.499 0.387 0.412 0.440 0.430 0.436 0.438 0.462 0.499 0.308 0.376 0.432 0.435 0.442 0.443 0.473 0.495 0.137 0.218 0.340 0.167 0.288 0.351 0.506 0.611 0.132 0.215 0.248 0.224 0.301 0.332 0.529 0.606 0.154 0.209 0.249 Diesel PM2.5 Highway 0.643 0.733 0.744 0.771 0.779 0.830 0.916 0.978 0.766 0.709 0.750 0.761 0.803 0.801 0.905 0.983 0.634 0.706 0.731 0.752 0.827 0.832 0.954 1.006 0.376 0.454 0.751 0.420 0.643 0.769 0.960 1.043 0.363 0.450 0.475 0.463 0.642 0.724 0.978 1.042 0.396 0.443 0.531 A-l ------- Year& Class 1993-5 1993-6 1993-7 1993-8a 1993-8b 1994-2b 1994-3 1994-4 1994-5 1994-6 1994-7 1994-8a 1994-8b 1995-2b 1995-3 1995-4 1995-5 1995-6 1995-7 1995-8a 1995-8b 1996-2b 1996-3 1996-4 1996-5 1996-6 1996-7 1996-8a 1996-8b 1997-2b 1997-3 1997-4 1997-5 1997-6 1997-7 1997-8a 1997-8b 1998-2b 1998-3 1998-4 1998-5 1998-6 1998-7 Diesel NOx Decel 1.875 1.828 1.803 1.607 1.528 1.698 1.776 1.878 1.876 1.845 1.789 1.604 1.536 1.677 1.838 1.830 1.850 1.820 1.780 1.595 1.536 1.677 1.851 1.862 1.825 1.823 1.776 1.610 1.543 1.527 1.735 1.894 1.880 1.848 1.816 1.621 1.554 1.461 2.178 2.245 2.246 2.244 2.206 Diesel NOx Oto25 20.807 22.883 23.849 30.537 33.013 12.759 12.814 20.694 20.829 22.127 24.471 30.663 32.821 10.455 19.501 19.852 21 .997 23.191 24.790 30.998 32.855 12.164 19.712 21 .920 21 .338 23.633 25.291 30.914 33.041 8.900 18.753 20.843 21 .553 22.888 24.199 31 .065 33.071 8.793 17.776 18.306 18.329 18.340 19.554 Diesel NOx 25 to 50 29.260 33.367 35.416 50.208 56.098 16.069 16.223 28.962 29.352 31 .885 36.711 50.477 55.646 13.444 26.546 27.144 31 .646 33.999 37.357 51 .323 55.766 15.276 26.696 31 .079 29.847 34.683 38.057 50.658 55.688 1 1 .589 24.765 28.896 30.440 32.944 35.667 50.862 55.618 11.168 24.127 25.213 25.318 25.300 27.602 Diesel NOx 50 + 7.062 9.461 10.614 18.971 22.156 4.795 4.883 6.893 7.101 8.600 11.330 19.122 21.883 4.326 6.624 7.118 8.434 9.836 11.747 19.537 21.908 4.662 6.673 8.205 8.371 10.202 12.274 19.277 21.984 3.870 6.955 6.896 7.754 9.263 10.814 19.304 21.931 3.877 7.212 7.464 7.512 7.523 9.074 Diesel NOx Highway 12.014 16.979 18.762 27.639 29.738 7.643 7.686 11.717 12.155 15.294 19.922 27.748 29.601 6.429 11.212 12.645 15.113 17.522 20.415 28.094 29.653 7.324 11.276 14.644 15.202 18.239 21.024 27.917 29.707 5.559 12.736 11.723 13.835 16.681 19.178 28.009 29.690 5.584 10.718 11.014 11.204 11.109 14.353 Diesel PM2.5 Decel 0.060 0.071 0.076 0.121 0.142 0.169 0.177 0.098 0.097 0.107 0.129 0.201 0.237 0.175 0.113 0.119 0.106 0.116 0.132 0.212 0.243 0.163 0.112 0.105 0.118 0.122 0.133 0.203 0.235 0.163 0.127 0.097 0.101 0.113 0.126 0.215 0.248 0.200 0.116 0.107 0.107 0.108 0.114 Diesel PM2.5 Oto25 1.085 1.259 1.343 1.915 2.133 1.410 1.452 1.619 1.669 1.737 1.875 2.266 2.406 1.330 1.589 1.624 1.742 1.788 1.886 2.256 2.383 1.369 1.606 1.717 1.749 1.824 1.937 2.280 2.438 1.200 1.594 1.663 1.753 1.781 1.850 2.225 2.347 0.409 0.590 0.600 0.593 0.601 0.687 Diesel PM2.5 25 to 50 0.823 0.938 0.997 1.398 1.552 1.029 1.066 1.249 1.267 1.334 1.483 1.918 2.106 0.966 1.207 1.232 1.334 1.396 1.501 1.966 2.128 0.988 1.215 1.315 1.306 1.435 1.517 1.930 2.104 0.862 1.171 1.256 1.311 1.379 1.467 1.979 2.144 0.388 0.671 0.694 0.680 0.693 0.743 Diesel PM2.5 50 + 0.221 0.283 0.314 0.522 0.601 0.194 0.200 0.267 0.270 0.286 0.323 0.429 0.476 0.173 0.254 0.259 0.285 0.302 0.328 0.444 0.484 0.183 0.256 0.282 0.276 0.311 0.329 0.432 0.474 0.151 0.245 0.268 0.279 0.298 0.320 0.450 0.491 0.114 0.233 0.242 0.242 0.242 0.251 Diesel PM2.5 Highway 0.457 0.621 0.682 0.973 1.042 0.520 0.529 0.623 0.641 0.711 0.824 1.017 1.067 0.472 0.608 0.643 0.710 0.762 0.833 1.027 1.069 0.495 0.612 0.695 0.712 0.787 0.848 1.024 1.072 0.424 0.637 0.628 0.686 0.744 0.804 1.025 1.068 0.257 0.348 0.353 0.351 0.353 0.406 A-2 ------- Year& Class 1998-8a 1998-8b 1999-2b 1999-3 1999-4 1999-5 1999-6 1999-7 1999-8a 1999-8b 2000-2b 2000-3 2000-4 2000-5 2000-6 2000-7 2000-8a 2000-8b 2001 -2b 2001-3 2001-4 2001-5 2001-6 2001-7 2001 -8a 2001 -8b 2002-2b 2002-3 2002-4 2002-5 2002-6 2002-7 2002-8a 2002-8b 2003-2b 2003-3 2003-4 2003-5 2003-6 2003-7 2003-8a 2003-8b 2004-2b Diesel NOx Decel 1.964 1.832 1.295 1.223 1.204 1.203 1.194 1.189 1.144 1.131 1.225 1.215 1.207 1.207 1.199 1.195 1.154 1.139 1.213 1.200 1.200 1.200 1.192 1.191 1.154 1.138 1.258 1.228 1.217 1.217 1.209 1.205 1.160 1.127 2.435 1.987 1.872 1.872 1.864 1.845 1.676 1.536 2.434 Diesel NOx Oto25 25.756 28.562 6.670 10.822 1 1 .449 1 1 .483 1 1 .809 12.974 21 .275 23.930 6.293 10.790 1 1 .559 11.617 1 1 .658 13.311 20.299 23.847 5.900 10.769 1 1 .402 1 1 .430 11.917 12.482 21 .091 23.796 6.311 10.814 1 1 .666 1 1 .666 1 1 .774 12.890 19.605 23.524 6.234 9.236 9.691 9.691 9.777 10.168 12.845 14.627 6.241 Diesel NOx 25 to 50 40.371 46.684 8.794 12.620 13.461 13.516 14.030 15.714 28.814 33.413 8.339 12.556 13.618 13.712 13.811 16.205 27.136 33.231 8.032 12.526 13.403 13.448 14.196 14.988 28.478 33.135 8.439 12.585 13.745 13.745 13.946 15.559 26.044 32.733 9.630 10.579 10.789 10.789 10.919 1 1 .399 14.965 17.559 9.627 Diesel NOx 50 + 17.480 21.466 3.243 4.717 5.007 5.037 5.362 6.268 13.255 15.631 3.090 4.690 5.067 5.120 5.220 6.480 12.365 15.521 2.964 4.702 4.995 5.020 5.448 5.884 13.038 15.488 3.107 4.683 5.072 5.072 5.228 6.071 11.719 15.282 3.346 4.059 4.200 4.200 4.269 4.479 6.080 7.227 3.343 Diesel NOx Highway 24.102 26.708 4.262 6.466 6.790 6.825 7.698 9.579 18.180 19.899 4.051 6.447 6.868 6.929 7.306 10.059 17.480 19.892 3.826 6.447 6.769 6.798 7.940 8.845 18.127 19.847 4.055 6.459 6.896 6.896 7.319 9.295 16.916 19.616 4.200 5.235 5.386 5.386 5.552 6.124 8.651 9.643 4.198 Diesel PM2.5 Decel 0.164 0.196 0.202 0.127 0.107 0.108 0.110 0.115 0.173 0.200 0.190 0.126 0.108 0.108 0.109 0.117 0.165 0.199 0.191 0.123 0.107 0.108 0.111 0.113 0.172 0.199 0.197 0.130 0.108 0.108 0.108 0.114 0.159 0.195 0.168 0.112 0.097 0.097 0.098 0.103 0.140 0.175 0.158 Diesel PM2.5 Oto25 1.168 1.392 0.383 0.563 0.590 0.592 0.617 0.690 1.235 1.421 0.362 0.561 0.595 0.598 0.605 0.712 1.170 1.419 0.344 0.561 0.589 0.591 0.627 0.661 1.229 1.414 0.364 0.560 0.597 0.597 0.607 0.680 1.122 1.390 0.324 0.511 0.539 0.539 0.547 0.605 0.988 1.249 0.306 Diesel PM2.5 25 to 50 1.085 1.253 0.360 0.612 0.667 0.669 0.680 0.731 1.135 1.282 0.340 0.608 0.674 0.677 0.676 0.751 1.087 1.285 0.322 0.607 0.663 0.665 0.685 0.710 1.135 1.280 0.342 0.609 0.684 0.684 0.685 0.735 1.050 1.251 0.305 0.560 0.617 0.617 0.618 0.657 0.929 1.125 0.291 Diesel PM2.5 50 + 0.309 0.340 0.104 0.221 0.244 0.244 0.247 0.254 0.319 0.345 0.098 0.218 0.244 0.244 0.245 0.257 0.310 0.346 0.091 0.221 0.244 0.244 0.248 0.252 0.320 0.345 0.097 0.213 0.242 0.242 0.244 0.252 0.304 0.340 0.088 0.198 0.219 0.219 0.220 0.227 0.271 0.306 0.085 Diesel PM2.5 Highway 0.585 0.636 0.243 0.335 0.348 0.349 0.367 0.407 0.602 0.646 0.231 0.333 0.350 0.352 0.359 0.421 0.587 0.649 0.221 0.333 0.348 0.348 0.374 0.393 0.606 0.647 0.233 0.333 0.351 0.351 0.359 0.404 0.573 0.635 0.207 0.303 0.317 0.317 0.323 0.359 0.510 0.573 0.193 A-3 ------- Year& Class 2004-3 2004-4 2004-5 2004-6 2004-7 2004-8a 2004-8b 2005-2b 2005-3 2005-4 2005-5 2005-6 2005-7 2005-8a 2005-8b 2006-2b 2006-3 2006-4 2006-5 2006-6 2006-7 2006-8a 2006-8b 2007-2b 2007-3 2007-4 2007-5 2007-6 2007-7 2007-8a 2007-8b 2008-2b 2008-3 2008-4 2008-5 2008-6 2008-7 2008-8a 2008-8b 2009-2b 2009-3 2009-4 2009-5 Diesel NOx Decel 1.989 1.872 1.872 1.863 1.843 1.668 1.534 2.439 1.994 1.872 1.872 1.864 1.843 1.668 1.534 1.936 1.886 1.872 1.872 1.863 1.840 1.658 1.531 0.902 0.930 0.936 0.936 0.933 0.926 0.852 0.773 0.865 0.925 0.936 0.936 0.933 0.926 0.853 0.773 0.867 0.927 0.936 0.936 Diesel NOx Oto25 9.230 9.691 9.691 9.786 10.208 12.946 14.649 6.183 9.207 9.692 9.692 9.789 10.212 12.950 14.648 5.188 9.094 9.693 9.693 9.801 10.268 13.077 14.674 2.428 4.532 4.847 4.847 4.880 5.028 6.230 7.256 2.484 4.605 4.847 4.847 4.880 5.024 6.215 7.251 2.577 4.646 4.848 4.848 Diesel NOx 25 to 50 10.576 10.790 10.790 10.929 1 1 .449 15.107 17.592 9.622 10.569 10.791 10.791 10.931 1 1 .453 15.113 17.589 7.435 10.175 10.792 10.792 10.946 1 1 .523 15.291 17.628 3.462 5.048 5.397 5.397 5.448 5.628 7.214 8.692 3.401 5.115 5.397 5.397 5.447 5.623 7.193 8.683 3.456 5.161 5.398 5.398 Diesel NOx 50 + 4.057 4.200 4.200 4.274 4.501 6.145 7.243 3.340 4.051 4.201 4.201 4.274 4.503 6.148 7.243 2.503 3.918 4.202 4.202 4.281 4.534 6.229 7.262 1.171 1.949 2.101 2.101 2.128 2.207 2.920 3.576 1.168 1.981 2.101 2.101 2.128 2.205 2.911 3.573 1.196 2.001 2.102 2.102 Diesel NOx Highway 5.233 5.387 5.387 5.564 6.178 8.718 9.652 4.185 5.226 5.387 5.387 5.565 6.181 8.720 9.651 3.278 5.116 5.388 5.388 5.583 6.255 8.800 9.662 1.540 2.548 2.694 2.694 2.759 2.980 4.192 4.794 1.554 2.581 2.695 2.695 2.758 2.974 4.180 4.791 1.601 2.600 2.695 2.695 Diesel PM2.5 Decel 0.110 0.097 0.097 0.098 0.103 0.142 0.176 0.158 0.110 0.097 0.097 0.098 0.103 0.142 0.176 0.158 0.107 0.094 0.094 0.095 0.101 0.142 0.175 0.007 0.004 0.004 0.004 0.004 0.004 0.003 0.003 0.004 0.003 0.002 0.002 0.002 0.002 0.002 0.002 0.004 0.003 0.002 0.002 Diesel PM2.5 Oto25 0.508 0.539 0.539 0.548 0.610 1.002 1.252 0.301 0.507 0.539 0.539 0.549 0.611 1.002 1.251 0.295 0.491 0.520 0.520 0.532 0.601 1.010 1.249 0.015 0.024 0.025 0.025 0.025 0.027 0.040 0.051 0.009 0.015 0.015 0.015 0.016 0.017 0.025 0.032 0.009 0.015 0.016 0.016 Diesel PM2.5 25 to 50 0.557 0.617 0.617 0.619 0.661 0.939 1.127 0.286 0.554 0.617 0.617 0.619 0.661 0.939 1.126 0.281 0.538 0.595 0.595 0.599 0.646 0.942 1.124 0.020 0.030 0.032 0.032 0.032 0.035 0.061 0.085 0.011 0.018 0.020 0.020 0.020 0.022 0.038 0.054 0.011 0.019 0.020 0.020 Diesel PM2.5 50 + 0.197 0.219 0.219 0.220 0.227 0.273 0.306 0.083 0.196 0.219 0.219 0.220 0.227 0.273 0.306 0.080 0.190 0.211 0.211 0.213 0.221 0.272 0.305 0.010 0.013 0.013 0.013 0.013 0.014 0.017 0.020 0.006 0.008 0.008 0.008 0.008 0.008 0.011 0.013 0.006 0.008 0.008 0.008 Diesel PM2.5 Highway 0.301 0.317 0.317 0.324 0.362 0.514 0.573 0.191 0.300 0.317 0.317 0.324 0.362 0.514 0.573 0.187 0.290 0.305 0.305 0.314 0.357 0.514 0.571 0.011 0.015 0.016 0.016 0.016 0.018 0.027 0.031 0.006 0.009 0.010 0.010 0.010 0.011 0.017 0.020 0.006 0.009 0.010 0.010 A-4 ------- Year& Class 2009-6 2009-7 2009-8a 2009-8b 2010-2b 2010-3 2010-4 2010-5 2010-6 2010-7 2010-8a 2010-8b 2011-2b 2011-3 2011-4 2011-5 2011-6 2011-7 2011-8a 2011-8b Diesel NOx Decel 0.933 0.926 0.853 0.773 0.228 0.210 0.206 0.206 0.205 0.204 0.193 0.181 0.228 0.210 0.206 0.206 0.205 0.205 0.194 0.181 Diesel NOx Oto25 4.881 5.023 6.209 7.247 0.643 1.022 1.066 1.066 1.073 1.111 1.421 1.700 0.648 1.024 1.067 1.067 1.073 1.110 1.416 1.698 Diesel NOx 25 to 50 5.447 5.622 7.184 8.678 0.913 1.147 1.187 1.187 1.197 1.242 1.643 2.035 0.915 1.150 1.187 1.187 1.197 1.241 1.636 2.032 Diesel NOx 50 + 2.128 2.204 2.907 3.571 0.315 0.442 0.461 0.461 0.466 0.486 0.664 0.837 0.317 0.443 0.461 0.461 0.466 0.485 0.661 0.836 Diesel NOx Highway 2.758 2.972 4.175 4.789 0.410 0.573 0.592 0.592 0.606 0.659 0.965 1.126 0.412 0.574 0.592 0.592 0.605 0.658 0.961 1.125 Diesel PM2.5 Decel 0.002 0.002 0.002 0.002 0.004 0.003 0.002 0.002 0.002 0.002 0.002 0.002 0.004 0.003 0.002 0.002 0.002 0.002 0.002 0.002 Diesel PM2.5 Oto25 0.016 0.017 0.025 0.032 0.009 0.015 0.015 0.015 0.015 0.016 0.024 0.031 0.009 0.015 0.015 0.015 0.015 0.016 0.024 0.031 Diesel PM2.5 25 to 50 0.020 0.022 0.038 0.054 0.011 0.018 0.019 0.019 0.020 0.021 0.037 0.053 0.011 0.018 0.019 0.019 0.020 0.021 0.037 0.052 Diesel PM2.5 50 + 0.008 0.008 0.011 0.013 0.006 0.008 0.008 0.008 0.008 0.008 0.010 0.012 0.006 0.008 0.008 0.008 0.008 0.008 0.010 0.012 Diesel PM2.5 Highway 0.010 0.011 0.017 0.020 0.006 0.009 0.009 0.009 0.010 0.011 0.016 0.020 0.006 0.009 0.009 0.009 0.010 0.011 0.016 0.020 Year& Class 1988-2b 1988-3 1988-4 1988-5 1988-6 1988-7 1988-8a 1988-8b 1989-2b 1989-3 1989-4 1989-5 1989-6 1989-7 1989-8a 1989-8b 1990-2b 1990-3 Gasoline NOx Decel 0.246 0.287 0.285 0.294 0.297 0.307 0.311 0.311 0.246 0.286 0.285 0.302 0.295 0.300 0.424 0.424 0.154 0.150 Gasoline NOx Oto25 3.747 7.266 7.078 7.944 7.949 7.809 10.016 10.016 3.905 7.113 6.991 7.576 7.441 7.538 11.067 11.067 4.121 5.337 Gasoline NOx 25 to 50 7.567 11.018 11.096 11.102 11.039 10.733 12.287 12.287 7.670 10.950 11.039 10.668 10.733 10.686 7.912 7.912 7.535 7.730 Gasoline NOx 50 + 3.777 6.138 6.173 6.154 6.121 5.973 6.583 6.583 3.858 6.116 6.151 5.968 6.015 5.981 1.733 1.733 3.214 3.370 Gasoline NOx Highway 4.362 7.094 7.171 7.271 7.200 6.848 8.431 8.431 4.479 6.992 7.087 6.744 6.784 6.755 6.217 6.217 4.050 4.453 Gasoline PM2.5 Decel 0.006 0.007 0.007 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.007 0.006 0.006 0.006 0.006 0.006 0.002 0.002 Gasoline PM2.5 Oto25 0.050 0.061 0.061 0.062 0.061 0.060 0.063 0.063 0.050 0.061 0.061 0.060 0.061 0.060 0.041 0.041 0.016 0.013 Gasoline PM2.5 25 to 50 0.082 0.040 0.040 0.042 0.041 0.039 0.052 0.052 0.081 0.039 0.039 0.038 0.039 0.038 0.016 0.016 0.070 0.019 Gasoline PM2.5 50 + 0.054 0.062 0.062 0.061 0.060 0.060 0.058 0.058 0.054 0.062 0.062 0.060 0.061 0.060 0.010 0.010 0.054 0.039 Gasoline PM2.5 Highway 0.055 0.054 0.055 0.054 0.053 0.052 0.055 0.055 0.055 0.054 0.054 0.052 0.053 0.052 0.044 0.044 0.054 0.035 A-5 ------- Year& Class 1990-4 1990-5 1990-6 1990-7 1990-8a 1990-8b 1991-2b 1991-3 1991-4 1991-5 1991-6 1991-7 1991-8a 1991-8b 1992-2b 1992-3 1992-4 1992-5 1992-6 1992-7 1992-8a 1992-8b 1993-2b 1993-3 1993-4 1993-5 1993-6 1993-7 1993-8a 1993-8b 1994-2b 1994-3 1994-4 1994-5 1994-6 1994-7 1994-8a 1994-8b 1995-2b 1995-3 1995-4 1995-5 1995-6 Gasoline NOx Decel 0.149 0.154 0.155 0.163 0.232 0.232 0.158 0.150 0.149 0.151 0.153 0.152 0.163 0.163 0.139 0.149 0.149 0.148 0.149 0.149 0.149 0.149 0.140 0.150 0.149 0.154 0.153 0.160 0.163 0.163 0.116 0.146 0.146 0.148 0.148 0.156 0.227 0.227 0.115 0.146 0.146 0.147 0.152 Gasoline NOx Oto25 5.247 5.539 5.567 5.783 8.568 8.568 3.719 5.338 5.295 5.438 5.542 5.522 5.816 5.816 3.406 5.270 5.240 5.334 5.452 5.444 5.464 5.464 3.714 5.316 5.262 5.435 5.518 5.686 5.767 5.767 3.251 5.232 5.166 5.207 5.361 5.558 8.415 8.415 3.273 5.262 5.194 5.232 5.473 Gasoline NOx 25 to 50 7.797 7.609 7.600 7.529 6.042 6.042 7.457 7.770 7.788 7.727 7.682 7.689 7.588 7.588 6.793 7.797 7.813 7.762 7.702 7.705 7.699 7.699 6.874 7.739 7.780 7.704 7.609 7.555 7.529 7.529 6.347 7.587 7.643 7.633 7.494 7.432 5.934 5.934 6.367 7.594 7.640 7.621 7.498 Gasoline NOx 50 + 3.395 3.319 3.313 3.262 1.025 1.025 3.157 3.379 3.388 3.358 3.336 3.340 3.271 3.271 2.888 3.392 3.399 3.379 3.353 3.355 3.350 3.350 2.937 3.375 3.389 3.350 3.322 3.284 3.265 3.265 2.761 3.311 3.330 3.322 3.276 3.232 1.006 1.006 2.770 3.309 3.326 3.317 3.261 Gasoline NOx Highway 4.529 4.336 4.332 4.308 4.151 4.151 3.931 4.474 4.497 4.417 4.359 4.361 4.324 4.324 3.608 4.512 4.538 4.457 4.368 4.370 4.367 4.367 3.721 4.464 4.509 4.444 4.336 4.317 4.308 4.308 3.400 4.366 4.429 4.425 4.267 4.244 4.077 4.077 3.415 4.356 4.418 4.396 4.265 Gasoline PM2.5 Decel 0.002 0.002 0.002 0.002 0.002 0.002 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.005 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.005 0.004 0.004 0.004 0.004 0.004 0.005 0.005 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.004 0.003 0.003 0.003 0.003 0.003 Gasoline PM2.5 Oto25 0.014 0.013 0.013 0.013 0.008 0.008 0.069 0.075 0.074 0.075 0.075 0.075 0.075 0.075 0.052 0.056 0.056 0.057 0.057 0.057 0.057 0.057 0.053 0.056 0.056 0.056 0.057 0.057 0.057 0.057 0.012 0.011 0.011 0.011 0.011 0.011 0.014 0.014 0.015 0.017 0.017 0.017 0.017 Gasoline PM2.5 25 to 50 0.019 0.019 0.019 0.019 0.010 0.010 0.046 0.019 0.019 0.019 0.019 0.019 0.019 0.019 0.035 0.015 0.015 0.015 0.015 0.015 0.015 0.015 0.033 0.015 0.015 0.015 0.014 0.014 0.014 0.014 0.039 0.042 0.043 0.042 0.042 0.041 0.021 0.021 0.035 0.012 0.012 0.012 0.012 Gasoline PM2.5 50 + 0.039 0.038 0.038 0.037 0.006 0.006 0.021 0.017 0.017 0.017 0.017 0.017 0.017 0.017 0.016 0.013 0.013 0.013 0.013 0.013 0.013 0.013 0.016 0.013 0.013 0.013 0.013 0.013 0.013 0.013 0.068 0.115 0.115 0.114 0.115 0.113 0.025 0.025 0.019 0.017 0.017 0.017 0.016 Gasoline PM2.5 Highway 0.036 0.034 0.034 0.033 0.028 0.028 0.032 0.028 0.029 0.028 0.028 0.028 0.027 0.027 0.024 0.022 0.022 0.022 0.021 0.021 0.021 0.021 0.024 0.022 0.022 0.021 0.021 0.021 0.021 0.021 0.039 0.056 0.056 0.056 0.056 0.054 0.040 0.040 0.025 0.019 0.019 0.019 0.018 A-6 ------- Year& Class 1995-7 1995-8a 1995-8b 1996-2b 1996-3 1996-4 1996-5 1996-6 1996-7 1996-8a 1996-8b 1997-2b 1997-3 1997-4 1997-5 1997-6 1997-7 1997-8a 1997-8b 1998-2b 1998-3 1998-4 1998-5 1998-6 1998-7 1998-8a 1998-8b 1999-2b 1999-3 1999-4 1999-5 1999-6 1999-7 1999-8a 1999-8b 2000-2b 2000-3 2000-4 2000-5 2000-6 2000-7 2000-8a 2000-8b Gasoline NOx Decel 0.151 0.227 0.227 0.099 0.146 0.146 0.146 0.147 0.150 0.227 0.227 0.096 0.146 0.146 0.146 0.147 0.150 0.227 0.227 0.128 0.291 0.290 0.291 0.292 0.294 0.404 0.404 0.135 0.290 0.290 0.290 0.291 0.291 0.292 0.292 0.130 0.290 0.290 0.290 0.291 0.291 0.291 0.291 Gasoline NOx Oto25 5.445 8.415 8.415 1.972 5.224 5.168 5.178 5.345 5.415 8.415 8.415 1.629 5.228 5.141 5.171 5.321 5.372 8.415 8.415 1.318 3.186 3.124 3.185 3.224 3.238 4.413 4.413 1.332 3.204 3.180 3.173 3.175 3.221 3.224 3.224 1.298 3.205 3.183 3.176 3.178 3.221 3.224 3.224 Gasoline NOx 25 to 50 7.507 5.934 5.934 3.775 7.612 7.651 7.648 7.531 7.509 5.934 5.934 3.244 7.555 7.655 7.622 7.469 7.454 5.934 5.934 3.079 4.932 4.956 4.932 4.914 4.903 3.394 3.394 3.117 4.927 4.936 4.938 4.937 4.917 4.915 4.915 3.082 4.928 4.936 4.938 4.936 4.918 4.917 4.917 Gasoline NOx 50 + 3.267 1.006 1.006 1.918 3.317 3.331 3.329 3.287 3.272 1.006 1.006 1.526 3.305 3.335 3.325 3.276 3.265 1.006 1.006 1.589 3.040 3.054 3.040 3.029 3.021 0.769 0.769 1.609 3.038 3.043 3.043 3.042 3.031 3.030 3.030 1.584 3.037 3.042 3.043 3.042 3.031 3.030 3.030 Gasoline NOx Highway 4.269 4.077 4.077 2.085 4.382 4.433 4.431 4.280 4.270 4.077 4.077 1.802 4.345 4.449 4.415 4.260 4.254 4.077 4.077 1.681 3.128 3.157 3.128 3.108 3.098 2.718 2.718 1.698 3.120 3.132 3.135 3.133 3.110 3.109 3.109 1.669 3.120 3.131 3.133 3.132 3.111 3.110 3.110 Gasoline PM2.5 Decel 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.001 0.001 0.001 0.001 0.001 Gasoline PM2.5 Oto25 0.017 0.015 0.015 0.011 0.013 0.013 0.013 0.013 0.012 0.009 0.009 0.007 0.007 0.007 0.007 0.007 0.007 0.004 0.004 0.008 0.006 0.006 0.006 0.006 0.006 0.005 0.005 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.002 0.002 0.002 0.002 0.002 0.002 0.002 Gasoline PM2.5 25 to 50 0.012 0.006 0.006 0.043 0.015 0.015 0.015 0.015 0.015 0.008 0.008 0.028 0.010 0.010 0.010 0.010 0.010 0.004 0.004 0.026 0.011 0.011 0.011 0.011 0.011 0.005 0.005 0.025 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.023 0.004 0.004 0.004 0.004 0.004 0.004 0.004 Gasoline PM2.5 50 + 0.017 0.003 0.003 0.008 0.008 0.008 0.008 0.008 0.008 0.001 0.001 0.017 0.022 0.022 0.022 0.022 0.022 0.003 0.003 0.010 0.009 0.009 0.009 0.009 0.009 0.002 0.002 0.005 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.006 0.004 0.004 0.004 0.004 0.004 0.004 0.004 Gasoline PM2.5 Highway 0.019 0.015 0.015 0.019 0.015 0.015 0.015 0.015 0.014 0.012 0.012 0.018 0.015 0.016 0.016 0.015 0.015 0.012 0.012 0.014 0.011 0.011 0.011 0.011 0.010 0.008 0.008 0.014 0.009 0.009 0.009 0.009 0.009 0.009 0.009 0.014 0.008 0.008 0.008 0.008 0.008 0.008 0.008 A-7 ------- Year& Class 2001 -2b 2001-3 2001-4 2001-5 2001-6 2001-7 2001 -8a 2001 -8b 2002-2b 2002-3 2002-4 2002-5 2002-6 2002-7 2002-8a 2002-8b 2003-2b 2003-3 2003-4 2003-5 2003-6 2003-7 2003-8a 2003-8b 2004-2b 2004-3 2004-4 2004-5 2004-6 2004-7 2004-8a 2004-8b 2005-2b 2005-3 2005-4 2005-5 2005-6 2005-7 2005-8a 2005-8b 2006-2b 2006-3 2006-4 Gasoline NOx Decel 0.094 0.304 0.304 0.305 0.305 0.306 0.306 0.306 0.078 0.304 0.304 0.305 0.305 0.305 0.306 0.306 0.081 0.304 0.304 0.305 0.305 0.305 0.306 0.306 0.063 0.296 0.296 0.296 0.296 0.297 0.297 0.297 0.055 0.296 0.296 0.296 0.296 0.296 0.297 0.297 0.042 0.240 0.240 Gasoline NOx Oto25 1.003 3.368 3.346 3.339 3.341 3.383 3.385 3.385 0.875 3.369 3.349 3.342 3.344 3.383 3.385 3.385 0.930 3.370 3.352 3.345 3.347 3.383 3.385 3.385 0.695 3.276 3.260 3.254 3.256 3.288 3.289 3.289 0.522 3.277 3.262 3.257 3.258 3.288 3.289 3.289 0.392 2.657 2.647 Gasoline NOx 25 to 50 2.196 5.176 5.184 5.185 5.184 5.167 5.165 5.165 1.909 5.176 5.183 5.185 5.183 5.168 5.166 5.166 2.014 5.177 5.184 5.185 5.183 5.169 5.168 5.168 1.256 5.032 5.038 5.039 5.037 5.025 5.024 5.024 1.006 5.032 5.038 5.039 5.037 5.026 5.025 5.025 0.707 4.079 4.083 Gasoline NOx 50 + 1.217 3.190 3.194 3.195 3.194 3.184 3.183 3.183 1.059 3.190 3.194 3.195 3.193 3.184 3.183 3.183 1.116 3.190 3.194 3.194 3.193 3.185 3.184 3.184 0.724 3.100 3.103 3.104 3.103 3.096 3.095 3.095 0.574 3.100 3.103 3.103 3.103 3.096 3.095 3.095 0.413 2.512 2.515 Gasoline NOx Highway 1.315 3.277 3.287 3.290 3.288 3.268 3.267 3.267 1.146 3.277 3.286 3.289 3.287 3.269 3.267 3.267 1.208 3.277 3.286 3.288 3.286 3.270 3.268 3.268 0.821 3.185 3.192 3.194 3.193 3.178 3.177 3.177 0.638 3.185 3.192 3.194 3.192 3.179 3.178 3.178 0.466 2.532 2.539 Gasoline PM2.5 Decel 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 Gasoline PM2.5 Oto25 0.004 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.006 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.004 0.004 0.004 Gasoline PM2.5 25 to 50 0.023 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.015 0.007 0.007 0.007 0.007 0.007 0.007 0.007 0.017 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.014 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.014 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.012 0.005 0.005 Gasoline PM2.5 50 + 0.006 0.014 0.014 0.014 0.014 0.014 0.014 0.014 0.005 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.006 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.006 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 Gasoline PM2.5 Highway 0.013 0.012 0.012 0.012 0.012 0.012 0.012 0.012 0.008 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.009 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.005 0.005 A-8 ------- Year& Class 2006-5 2006-6 2006-7 2006-8a 2006-8b 2007-2b 2007-3 2007-4 2007-5 2007-6 2007-7 2007-8a 2007-8b 2008-2b 2008-3 2008-4 2008-5 2008-6 2008-7 2008-8a 2008-8b 2009-2b 2009-3 2009-4 2009-5 2009-6 2009-7 2009-8a 2009-8b 2010-2b 2010-3 2010-4 2010-5 2010-6 2010-7 2010-8a 2010-8b 2011-2b 2011-3 2011-4 2011-5 2011-6 2011-7 Gasoline NOx Decel 0.240 0.240 0.240 0.240 0.240 0.041 0.237 0.237 0.237 0.238 0.238 0.238 0.238 0.043 0.237 0.237 0.237 0.238 0.238 0.238 0.238 0.046 0.237 0.237 0.237 0.238 0.238 0.238 0.238 0.042 0.237 0.237 0.237 0.237 0.238 0.238 0.238 0.043 0.237 0.237 0.237 0.237 0.237 Gasoline NOx Oto25 2.643 2.644 2.665 2.666 2.666 0.394 2.632 2.622 2.619 2.620 2.639 2.640 2.640 0.478 2.633 2.624 2.621 2.622 2.639 2.640 2.640 0.537 2.634 2.626 2.623 2.623 2.639 2.640 2.640 0.459 2.634 2.627 2.624 2.625 2.639 2.640 2.640 0.478 2.635 2.628 2.626 2.626 2.639 Gasoline NOx 25 to 50 4.084 4.083 4.075 4.074 4.074 0.691 4.040 4.044 4.044 4.043 4.036 4.035 4.035 0.732 4.040 4.044 4.044 4.043 4.037 4.036 4.036 0.791 4.041 4.044 4.044 4.043 4.038 4.037 4.037 0.707 4.042 4.044 4.045 4.044 4.039 4.038 4.038 0.726 4.042 4.044 4.045 4.044 4.040 Gasoline NOx 50 + 2.515 2.515 2.509 2.509 2.509 0.408 2.488 2.490 2.490 2.490 2.485 2.484 2.484 0.449 2.488 2.490 2.490 2.489 2.485 2.485 2.485 0.490 2.488 2.489 2.490 2.489 2.485 2.485 2.485 0.434 2.488 2.489 2.490 2.489 2.486 2.485 2.485 0.447 2.488 2.489 2.489 2.489 2.486 Gasoline NOx Highway 2.541 2.541 2.528 2.528 2.528 0.465 2.508 2.513 2.516 2.515 2.504 2.503 2.503 0.525 2.508 2.513 2.515 2.514 2.504 2.504 2.504 0.580 2.508 2.512 2.514 2.514 2.505 2.504 2.504 0.506 2.508 2.512 2.514 2.513 2.505 2.505 2.505 0.524 2.508 2.512 2.513 2.513 2.505 Gasoline PM2.5 Decel 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 Gasoline PM2.5 Oto25 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 Gasoline PM2.5 25 to 50 0.005 0.005 0.005 0.005 0.005 0.012 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.008 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.008 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.008 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.008 0.003 0.003 0.003 0.003 0.003 Gasoline PM2.5 50 + 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 Gasoline PM2.5 Highway 0.005 0.005 0.005 0.005 0.005 0.007 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.003 0.003 0.003 0.003 0.003 A-9 ------- Year& Class 2011-8a 2011-8b Gasoline NOx Decel 0.238 0.238 Gasoline NOx Oto25 2.640 2.640 Gasoline NOx 25 to 50 4.039 4.039 Gasoline NOx 50 + 2.486 2.486 Gasoline NOx Highway 2.505 2.505 Gasoline PM2.5 Decel 0.001 0.001 Gasoline PM2.5 Oto25 0.003 0.003 Gasoline PM2.5 25 to 50 0.003 0.003 Gasoline PM2.5 50 + 0.003 0.003 Gasoline PM2.5 Highway 0.003 0.003 Note - highlighted cells are set equal to the row above (MOVES does not provide consistent outputs for Class 8b gasoline vehicles; therefore 8bs are set equal to 8as). Year& Class 1988-2b 1988-3 1988-4 1988-5 1988-6 1988-7 1988-8a 1988-8b 1989-2b 1989-3 1989-4 1989-5 1989-6 1989-7 1989-8a 1989-8b 1990-2b 1990-3 1990-4 1990-5 1990-6 1990-7 1990-8a 1990-8b 1991-2b 1991-3 1991-4 1991-5 1991-6 1991-7 1991-8a 1991-8b 1992-2b E10 NOx Decel 0.268 0.313 0.310 0.321 0.324 0.334 0.340 0.340 0.268 0.312 0.311 0.329 0.321 0.327 0.462 0.462 0.168 0.163 0.163 0.168 0.169 0.178 0.253 0.253 0.172 0.163 0.162 0.165 0.166 0.165 0.178 0.178 0.152 E10 NOx Oto25 4.087 7.925 7.720 8.665 8.670 8.518 10.924 10.924 4.259 7.758 7.625 8.263 8.116 8.222 12.071 12.071 4.495 5.821 5.723 6.041 6.072 6.308 9.346 9.346 4.057 5.823 5.776 5.932 6.045 6.023 6.344 6.344 3.715 E10 NOx 25 to 50 8.254 12.018 12.102 12.109 12.041 11.706 13.402 13.402 8.366 11.943 12.040 11.636 11.707 11.656 8.630 8.630 8.218 8.431 8.505 8.299 8.289 8.212 6.590 6.590 8.134 8.475 8.495 8.428 8.379 8.386 8.277 8.277 7.409 E10 NOx 50 + 4.120 6.695 6.733 6.712 6.676 6.515 7.180 7.180 4.208 6.671 6.709 6.509 6.561 6.524 1.890 1.890 3.506 3.676 3.703 3.620 3.613 3.558 1.118 1.118 3.444 3.685 3.695 3.662 3.638 3.643 3.568 3.568 3.150 E10 NOx Highway 4.758 7.737 7.821 7.931 7.853 7.469 9.196 9.196 4.885 7.627 7.730 7.356 7.400 7.368 6.781 6.781 4.418 4.857 4.940 4.729 4.726 4.699 4.528 4.528 4.287 4.879 4.905 4.818 4.754 4.757 4.716 4.716 3.935 E10 PM 2.5 Decel 0.006 0.007 0.007 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.007 0.006 0.007 0.006 0.006 0.006 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.005 E10 PM 2.5 Oto 25 0.050 0.062 0.062 0.062 0.062 0.060 0.063 0.063 0.051 0.062 0.062 0.060 0.061 0.061 0.042 0.042 0.016 0.014 0.014 0.013 0.013 0.013 0.008 0.008 0.069 0.075 0.075 0.075 0.076 0.076 0.075 0.075 0.052 E10 PM2.5 25 to 50 0.082 0.040 0.040 0.042 0.041 0.039 0.052 0.052 0.081 0.039 0.040 0.038 0.039 0.039 0.016 0.016 0.071 0.019 0.019 0.019 0.019 0.019 0.010 0.010 0.046 0.019 0.020 0.019 0.019 0.019 0.019 0.019 0.035 E10 PM 2.5 50 + 0.054 0.062 0.062 0.061 0.061 0.060 0.058 0.058 0.055 0.062 0.062 0.061 0.061 0.061 0.010 0.010 0.054 0.039 0.039 0.038 0.038 0.037 0.006 0.006 0.021 0.017 0.017 0.017 0.017 0.017 0.017 0.017 0.016 E10 PM2.5 Highway 0.055 0.054 0.055 0.054 0.053 0.052 0.055 0.055 0.055 0.054 0.055 0.052 0.053 0.052 0.044 0.044 0.054 0.035 0.036 0.034 0.034 0.033 0.028 0.028 0.032 0.029 0.029 0.028 0.028 0.028 0.027 0.027 0.025 A-10 ------- Year& Class 1992-3 1992-4 1992-5 1992-6 1992-7 1992-8a 1992-8b 1993-2b 1993-3 1993-4 1993-5 1993-6 1993-7 1993-8a 1993-8b 1994-2b 1994-3 1994-4 1994-5 1994-6 1994-7 1994-8a 1994-8b 1995-2b 1995-3 1995-4 1995-5 1995-6 1995-7 1995-8a 1995-8b 1996-2b 1996-3 1996-4 1996-5 1996-6 1996-7 1996-8a 1996-8b 1997-2b 1997-3 1997-4 1997-5 E10 NOx Decel 0.162 0.162 0.162 0.162 0.162 0.163 0.163 0.153 0.163 0.162 0.168 0.167 0.174 0.178 0.178 0.126 0.160 0.159 0.161 0.162 0.170 0.248 0.248 0.125 0.160 0.160 0.161 0.166 0.164 0.248 0.248 0.108 0.159 0.159 0.160 0.160 0.163 0.248 0.248 0.105 0.160 0.159 0.159 E10 NOx Oto25 5.748 5.715 5.818 5.947 5.938 5.960 5.960 4.051 5.799 5.739 5.928 6.019 6.202 6.290 6.290 3.546 5.707 5.634 5.680 5.847 6.063 9.179 9.179 3.570 5.739 5.665 5.706 5.970 5.939 9.179 9.179 2.150 5.698 5.636 5.648 5.830 5.906 9.179 9.179 1.776 5.702 5.607 5.640 E10 NOx 25 to 50 8.504 8.522 8.467 8.401 8.404 8.397 8.397 7.498 8.441 8.486 8.403 8.299 8.241 8.212 8.212 6.923 8.275 8.336 8.325 8.174 8.106 6.472 6.472 6.944 8.283 8.333 8.312 8.178 8.188 6.472 6.472 4.118 8.302 8.345 8.342 8.214 8.190 6.472 6.472 3.538 8.241 8.350 8.314 E10 NOx 50 + 3.700 3.707 3.685 3.657 3.659 3.654 3.654 3.204 3.681 3.697 3.654 3.623 3.582 3.561 3.561 3.012 3.611 3.632 3.623 3.573 3.526 1.098 1.098 3.022 3.609 3.628 3.618 3.557 3.563 1.098 1.098 2.092 3.618 3.634 3.631 3.585 3.569 1.098 1.098 1.665 3.605 3.638 3.626 E10 NOx Highway 4.921 4.949 4.861 4.765 4.766 4.763 4.763 4.058 4.869 4.918 4.848 4.730 4.709 4.699 4.699 3.709 4.762 4.831 4.826 4.655 4.629 4.447 4.447 3.724 4.752 4.819 4.795 4.652 4.656 4.447 4.447 2.275 4.779 4.835 4.834 4.668 4.658 4.447 4.447 1.966 4.739 4.853 4.815 E10 PM 2.5 Decel 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.005 0.004 0.004 0.004 0.004 0.004 0.005 0.005 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.001 0.001 0.001 0.001 E10 PM 2.5 Oto 25 0.057 0.056 0.057 0.058 0.058 0.058 0.058 0.053 0.057 0.056 0.057 0.057 0.057 0.057 0.057 0.012 0.011 0.011 0.011 0.011 0.012 0.014 0.014 0.015 0.017 0.017 0.017 0.017 0.017 0.015 0.015 0.011 0.013 0.013 0.013 0.013 0.013 0.009 0.009 0.007 0.007 0.007 0.007 E10 PM2.5 25 to 50 0.015 0.015 0.015 0.015 0.015 0.015 0.015 0.033 0.015 0.015 0.015 0.015 0.014 0.014 0.014 0.039 0.042 0.043 0.043 0.042 0.041 0.021 0.021 0.035 0.012 0.012 0.012 0.012 0.012 0.006 0.006 0.043 0.015 0.015 0.015 0.015 0.015 0.008 0.008 0.028 0.010 0.010 0.010 E10 PM 2.5 50 + 0.013 0.013 0.013 0.013 0.013 0.013 0.013 0.016 0.013 0.013 0.013 0.013 0.013 0.013 0.013 0.069 0.115 0.115 0.115 0.115 0.113 0.025 0.025 0.019 0.017 0.017 0.017 0.017 0.017 0.003 0.003 0.008 0.008 0.008 0.008 0.008 0.008 0.001 0.001 0.017 0.022 0.022 0.022 E10 PM2.5 Highway 0.022 0.022 0.022 0.021 0.021 0.021 0.021 0.024 0.022 0.022 0.021 0.021 0.021 0.021 0.021 0.039 0.056 0.056 0.056 0.056 0.054 0.040 0.040 0.025 0.019 0.019 0.019 0.019 0.019 0.015 0.015 0.019 0.015 0.015 0.015 0.015 0.014 0.012 0.012 0.018 0.015 0.016 0.016 A-ll ------- Year& Class 1997-6 1997-7 1997-8a 1997-8b 1998-2b 1998-3 1998-4 1998-5 1998-6 1998-7 1998-8a 1998-8b 1999-2b 1999-3 1999-4 1999-5 1999-6 1999-7 1999-8a 1999-8b 2000-2b 2000-3 2000-4 2000-5 2000-6 2000-7 2000-8a 2000-8b 2001 -2b 2001-3 2001-4 2001-5 2001-6 2001-7 2001 -8a 2001 -8b 2002-2b 2002-3 2002-4 2002-5 2002-6 2002-7 2002-8a E10 NOx Decel 0.161 0.163 0.248 0.248 0.139 0.317 0.317 0.317 0.318 0.321 0.441 0.441 0.147 0.316 0.316 0.317 0.317 0.318 0.318 0.318 0.142 0.316 0.316 0.317 0.317 0.317 0.318 0.318 0.102 0.332 0.332 0.332 0.333 0.333 0.334 0.334 0.085 0.332 0.332 0.332 0.333 0.333 0.333 E10 NOx Oto25 5.804 5.859 9.179 9.179 1.437 3.475 3.407 3.474 3.516 3.532 4.814 4.814 1.453 3.495 3.469 3.461 3.463 3.514 3.516 3.516 1.416 3.496 3.472 3.464 3.466 3.513 3.516 3.516 1.094 3.673 3.650 3.642 3.644 3.690 3.692 3.692 0.955 3.674 3.653 3.645 3.647 3.690 3.692 E10 NOx 25 to 50 8.147 8.130 6.472 6.472 3.358 5.379 5.406 5.379 5.360 5.347 3.702 3.702 3.400 5.374 5.384 5.386 5.384 5.363 5.361 5.361 3.361 5.375 5.384 5.386 5.384 5.365 5.363 5.363 2.395 5.645 5.654 5.656 5.654 5.636 5.634 5.634 2.082 5.646 5.654 5.655 5.653 5.637 5.635 E10 NOx 50 + 3.573 3.561 1.098 1.098 1.733 3.316 3.331 3.316 3.304 3.296 0.839 0.839 1.755 3.313 3.319 3.320 3.318 3.306 3.305 3.305 1.728 3.313 3.318 3.319 3.318 3.307 3.305 3.305 1.327 3.479 3.484 3.485 3.484 3.473 3.472 3.472 1.155 3.479 3.484 3.484 3.483 3.473 3.472 E10 NOx Highway 4.647 4.640 4.447 4.447 1.833 3.411 3.444 3.411 3.390 3.379 2.964 2.964 1.852 3.404 3.416 3.419 3.417 3.393 3.391 3.391 1.820 3.404 3.415 3.418 3.416 3.393 3.392 3.392 1.435 3.574 3.585 3.588 3.586 3.565 3.563 3.563 1.250 3.574 3.584 3.587 3.585 3.565 3.564 E10 PM 2.5 Decel 0.001 0.001 0.001 0.001 0.001 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 E10 PM 2.5 Oto 25 0.007 0.007 0.004 0.004 0.008 0.006 0.006 0.006 0.006 0.006 0.005 0.005 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.004 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.006 0.004 0.004 0.004 0.004 0.004 0.004 E10 PM2.5 25 to 50 0.010 0.010 0.004 0.004 0.026 0.011 0.011 0.011 0.011 0.011 0.005 0.005 0.025 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.023 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.023 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.015 0.007 0.007 0.007 0.007 0.007 0.007 E10 PM 2.5 50 + 0.022 0.022 0.003 0.003 0.010 0.009 0.009 0.009 0.009 0.009 0.002 0.002 0.005 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.006 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.006 0.014 0.014 0.014 0.014 0.014 0.014 0.014 0.005 0.003 0.003 0.003 0.003 0.003 0.003 E10 PM2.5 Highway 0.015 0.015 0.012 0.012 0.014 0.011 0.011 0.011 0.011 0.011 0.008 0.008 0.014 0.009 0.009 0.009 0.009 0.009 0.009 0.009 0.014 0.008 0.008 0.008 0.008 0.008 0.008 0.008 0.013 0.012 0.012 0.012 0.012 0.012 0.012 0.012 0.008 0.005 0.005 0.005 0.005 0.005 0.005 A-12 ------- Year& Class 2002-8b 2003-2b 2003-3 2003-4 2003-5 2003-6 2003-7 2003-8a 2003-8b 2004-2b 2004-3 2004-4 2004-5 2004-6 2004-7 2004-8a 2004-8b 2005-2b 2005-3 2005-4 2005-5 2005-6 2005-7 2005-8a 2005-8b 2006-2b 2006-3 2006-4 2006-5 2006-6 2006-7 2006-8a 2006-8b 2007-2b 2007-3 2007-4 2007-5 2007-6 2007-7 2007-8a 2007-8b 2008-2b 2008-3 E10 NOx Decel 0.333 0.088 0.332 0.332 0.332 0.333 0.333 0.333 0.333 0.064 0.297 0.297 0.297 0.298 0.298 0.298 0.298 0.055 0.297 0.297 0.297 0.298 0.298 0.298 0.298 0.042 0.241 0.241 0.241 0.241 0.241 0.241 0.241 0.042 0.238 0.238 0.239 0.239 0.239 0.239 0.239 0.043 0.238 E10 NOx Oto25 3.692 1.014 3.676 3.656 3.648 3.650 3.690 3.692 3.692 0.698 3.292 3.276 3.270 3.271 3.304 3.305 3.305 0.525 3.293 3.278 3.273 3.274 3.304 3.305 3.305 0.394 2.670 2.659 2.655 2.656 2.678 2.679 2.679 0.396 2.645 2.635 2.631 2.632 2.652 2.653 2.653 0.481 2.646 E10 NOx 25 to 50 5.635 2.196 5.646 5.654 5.655 5.653 5.638 5.637 5.637 1.263 5.056 5.062 5.063 5.061 5.049 5.048 5.048 1.011 5.057 5.062 5.063 5.062 5.051 5.049 5.049 0.710 4.099 4.103 4.104 4.103 4.095 4.094 4.094 0.694 4.059 4.063 4.064 4.063 4.056 4.055 4.055 0.736 4.060 E10 NOx 50 + 3.472 1.217 3.479 3.483 3.484 3.483 3.474 3.472 3.472 0.728 3.115 3.118 3.119 3.118 3.110 3.110 3.110 0.576 3.115 3.118 3.118 3.118 3.111 3.110 3.110 0.415 2.524 2.527 2.527 2.527 2.521 2.521 2.521 0.410 2.500 2.502 2.502 2.502 2.497 2.496 2.496 0.451 2.500 E10 NOx Highway 3.564 1.317 3.574 3.584 3.586 3.585 3.566 3.565 3.565 0.825 3.200 3.208 3.210 3.208 3.194 3.192 3.192 0.641 3.200 3.207 3.209 3.208 3.194 3.193 3.193 0.468 2.545 2.551 2.554 2.553 2.540 2.540 2.540 0.467 2.520 2.526 2.528 2.527 2.516 2.515 2.515 0.527 2.520 E10 PM 2.5 Decel 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 E10 PM 2.5 Oto 25 0.004 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.003 0.003 E10 PM2.5 25 to 50 0.007 0.017 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.014 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.014 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.013 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.012 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.008 0.003 E10 PM 2.5 50 + 0.003 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.004 0.006 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.006 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.003 0.003 E10 PM2.5 Highway 0.005 0.009 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.006 0.006 0.006 0.006 0.006 0.006 0.006 0.007 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.007 0.005 0.005 0.005 0.005 0.005 0.005 0.005 0.004 0.003 A-13 ------- Year& Class 2008-4 2008-5 2008-6 2008-7 2008-8a 2008-8b 2009-2b 2009-3 2009-4 2009-5 2009-6 2009-7 2009-8a 2009-8b 2010-2b 2010-3 2010-4 2010-5 2010-6 2010-7 2010-8a 2010-8b 2011-2b 2011-3 2011-4 2011-5 2011-6 2011-7 2011-8a 2011-8b E10 NOx Decel 0.238 0.239 0.239 0.239 0.239 0.239 0.047 0.238 0.238 0.238 0.239 0.239 0.239 0.239 0.043 0.238 0.238 0.238 0.239 0.239 0.239 0.239 0.044 0.238 0.238 0.238 0.239 0.239 0.239 0.239 E10 NOx Oto25 2.637 2.633 2.634 2.652 2.652 2.652 0.540 2.646 2.638 2.635 2.636 2.652 2.653 2.653 0.462 2.647 2.640 2.637 2.638 2.652 2.653 2.653 0.481 2.648 2.641 2.638 2.639 2.652 2.653 2.653 E10 NOx 25 to 50 4.063 4.064 4.063 4.056 4.056 4.056 0.794 4.060 4.063 4.064 4.063 4.057 4.057 4.057 0.710 4.061 4.064 4.064 4.063 4.058 4.058 4.058 0.730 4.062 4.064 4.064 4.064 4.059 4.059 4.059 E10 NOx 50 + 2.502 2.502 2.501 2.497 2.497 2.497 0.493 2.500 2.501 2.502 2.501 2.497 2.497 2.497 0.436 2.500 2.501 2.502 2.501 2.498 2.497 2.497 0.449 2.500 2.501 2.501 2.501 2.498 2.498 2.498 E10 NOx Highway 2.525 2.527 2.526 2.516 2.516 2.516 0.583 2.520 2.524 2.526 2.526 2.517 2.516 2.516 0.508 2.520 2.524 2.526 2.525 2.517 2.517 2.517 0.526 2.520 2.524 2.525 2.525 2.517 2.517 2.517 E10 PM 2.5 Decel 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.000 0.001 0.001 0.001 0.001 0.001 0.001 0.001 E10 PM 2.5 Oto 25 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 E10 PM2.5 25 to 50 0.003 0.003 0.003 0.003 0.003 0.003 0.008 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.008 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.008 0.003 0.003 0.003 0.003 0.003 0.003 0.003 E10 PM 2.5 50 + 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.003 E10 PM2.5 Highway 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 0.004 0.003 0.003 0.003 0.003 0.003 0.003 0.003 Note - highlighted cells are set equal to the row above (MOVES does not provide consistent outputs for Class 8b gasoline vehicles; therefore 8bs are set equal to 8as). A-14 ------- Appendix B - NOx and PM Idle Factors - g/hr (MOVES2010, 2009 Calendar Year, ULSD) ------- SW Idle factors (g/hr) from MOVES2010 average of Jan and July factors Month Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Pollutant NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX NOX Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Model Year 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 Source: David Brz, OTAQ, 4-16-10 Truck Class HDGV 14.73 14.55 14.73 14.46 14.51 14.54 14.56 14.51 14.54 14.56 7.39 7.45 7.48 7.44 7.39 7.45 7.15 6.91 13.71 13.77 13.68 13.67 13.56 13.54 12.73 6.90 6.92 6.93 7.17 7.29 7.10 2.15 4.68 4.65 4.08 4.07 0.51 0.33 0.33 1.02 1.02 LHDDV 98.49 131.89 118.11 124.77 127.12 127.34 113.98 152.05 140.84 157.06 191.73 154.90 151.31 164.60 164.46 161.26 160.72 141.05 141.74 133.81 131.75 117.90 127.67 81.34 81.33 81.34 59.26 26.22 26.24 26.24 7.08 6.06 4.40 4.44 4.43 4.43 4.42 4.46 4.38 4.42 4.39 MHDDV 192.01 192.01 192.01 192.00 192.01 192.01 192.01 192.01 192.01 192.01 148.28 139.42 139.42 139.42 139.42 139.42 139.42 139.42 117.07 115.47 114.68 110.55 113.76 49.00 49.06 49.08 49.05 24.49 24.47 24.45 5.42 4.35 4.35 4.35 4.35 4.35 4.35 4.35 4.35 4.35 4.35 HHDDV 192.01 192.01 192.01 192.00 192.01 192.01 192.01 192.01 192.01 192.01 148.28 139.42 139.42 139.42 139.42 139.42 139.42 139.42 117.07 144.33 143.77 145.73 143.55 54.71 54.76 54.77 54.78 27.37 27.37 27.36 6.42 4.35 4.35 4.35 4.35 4.35 4.35 4.35 4.35 4.35 4.35 B-l ------- SW Idle factors (g/hr) from MOVES2010 average of Jan and July factors Month Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Annual Av Pollutant Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Total PM 10 Model Year 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 Truck Class Definitions HDGV LHDDV MHDDV HHDDV Source: David Brz, OTAQ, 4-16-10 Truck Class HDGV 0.32 0.27 0.27 0.27 0.09 0.11 0.18 0.19 0.12 0.06 0.03 0.02 0.08 0.04 0.10 0.09 0.09 0.06 0.06 0.06 0.06 gasoline trucks - all classes diesel classes 2b - 5 diesel classes 6 and 7 diesel classes 8a and 8b LHDDV 4.37 4.11 3.96 4.19 7.29 6.67 6.59 5.81 6.58 6.24 6.15 5.55 5.97 5.14 4.74 4.74 4.72 0.18 0.18 0.18 0.18 MHDDV 4.35 4.35 4.35 4.35 7.15 7.11 7.12 7.24 6.82 6.88 6.89 6.94 6.90 6.23 6.22 5.98 5.98 0.19 0.19 0.19 0.18 HHDDV 4.35 4.35 4.35 4.35 6.86 6.80 6.81 6.78 6.51 6.49 6.50 6.47 6.50 5.87 5.87 5.81 5.81 0.20 0.20 0.20 0.20 B-2 ------- Appendix C - SmartWay Fleet Activity Distributions by Vehicle Class ------- Calendar Year 2008 Diesel smart way vehicles truck class=2B miles unit MIDPOINT 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 O 1 00000 i 110000 120000 130000 14OOOO 150000 160000 170000 1 80000 190000 200000 ( M I ^H ) 1 2 ! I I I J 4 5 6 7 8 9 10 11 FRFOUFN FREQ. 1 11 6 5 5 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 CUM. FREQ. 1 12 18 23 28 31 32 33 33 33 33 33 33 33 33 33 33 33 33 33 34 PCT. 2.94 32.35 17.65 14.71 14.71 882 2.94 2.94 0.00 0.00 000 0.00 0.00 0.00 0.00 000 000 000 000 000 2.94 CUM. PCT 294 35.29 52.94 67.65 8235 91 18 94.12 9706 9706 9706 97.06 97.06 97.06 97. OS 97 OB 97.06 9706 97.06 9706 9706 100.00 ------- Calendar Year 2008 Diesel smart way vehicles truck_class=3 miles_unit MIDPOINT 0 10000 20000 30000 40000 50000 60000 [ 70000 1 80000 | 90000 100000 110000 | 120000 130000 140000 150000 1 160000 170000 180000 190000 200000 ( FREQ. 2 14 6 5 3 0 1 1 1 0 0 1 0 0 0 1 0 0 0 0 0 CUM. FREQ. 2 16 22 27 30 30 31 32 33 33 33 34 34 34 34 35 35 35 35 35 35 PCT. 5.71 40.00 17.14 14.29 8,57 0.00 2,86 2.86 286 0.00 0.00 2.86 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 000 CUM. PCT. 5.71 45.71 62.86 77.14 85.71 85.71 88.57 91.43 9429 9429 94.29 97.14 97.14 97.14 97.14 100.00 100.00 100.00 100.00 100.00 10000 ) 1 2 3 4 S 6 7 8 9 10 11 12 13 14 FRFOUFMl ------- Calendar Year 2008 Diesel smart way vehicles truck class=4 miles unit MIDPOINT 0 10000 20000 30000 40000 50000 60000 70OOO 80000 90OOO 100000 110000 120000 130000 140000 150000 160000 170000 180000 190000 200000 c I ^^^^^^m i i i i ^^^i i j i . . . . . | ....[,... | .... | .... | ... . , 112345678 • i • FREQ. 2 3 8 7 2 3 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 CUM FREQ. 2 5 13 20 22 25 26 26 27 27 28 28 29 29 29 29 29 29 29 29 29 CUM PCT. PCT 6.90 6,90 10.34 17.24 27.59 44.83 24.14 68.97 6.90 75.86 10.34 86.21 345 8966 0.00 89.66 3.45 93.10 0.00 93.10 3.45 96.55 000 96.55 3.45 100.00 0.00 100.00 000 100.00 0.00 100.00 0.00 100,00 000 100.00 0.00 100.00 0.00 100.00 0.00 100.00 ------- Calendar Year 2008 Diesel smart way vehicles truck class=5 miles unit MIDPOINT 0 10000 20000 30000 40000 50000 60000 70000 80000 J I M 90000 100000 [ 110000 120000 1 130000 1 140000 150000 160000 170000 180000 190000 200000 ^=^ FREQ. 1 5 9 6 5 2 3 4 1 0 1 0 1 1 0 0 0 0 0 0 2 CUM. FREQ. 1 6 15 21 26 23 31 35 36 36 37 37 38 39 39 39 39 GS 39 39 41 PCT. 2.44 12.20 21.95 14.63 12.20 4.88 7.32 976 2.44 000 2.44 0.00 2.44 2.44 0.00 0.00 0.00 0.00 0.00 0.00 4.88 CUM. PCT. 244 14.63 36.59 51.22 63.41 68.29 75.61 85.37 8780 87.80 90.24 9024 92.68 95.12 95.12 95.12 95.12 95.12 95.12 95.12 10000 01234S6789 FREQUFI ------- Calendar Year 2008 Diesel smart way vehicles truck class=6 0 miles unit MIDPOINT 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 ^^^H I I 100000 f 110000 120000 130000 140000 150000 160000 170000 180000 190000 200000 D •• CUM. CUM. FREQ. FREQ. PCT. PCT 5 5 3.94 3.94 16 21 12.60 16.54 22 43 1732 33.86 21 64 16.54 50.39 16 80 1260 62.99 18 98 14.17 77.17 12 110 945 86.61 4 114 3.15 89.76 4 118 315 92.91 3 121 2.36 9528 2 123 1.57 96.85 0 123 000 96.85 0 123 000 96.85 0 123 000 96.85 0 123 000 96.85 1 124 0.79 9764 0 124 0.00 97.64 0 124 0.00 97.64 0 124 000 97.64 0 124 0.00 97.S4 3 127 236 100.00 0 10 20 30 FR1 UENC'. ------- Calendar Year 2008 Diesel smart way vehicles truck_class=7 DPOINT 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 100000 110000 120000 [ 130000 [ 140000 150000 [ 160000 170000 180000 190000 200000 | 1 J CUM. CUM. FREQ. FREQ. PCT. PCT. 5 5 373 3.73 13 18 9.70 13.43 27 45 2015 33.58 1S 63 1343 47.01 16 79 11.94 58.96 15 94 11.19 7015 5 99 373 73.88 9 108 6.72 80.60 4 112 299 83.58 6 118 448 88.06 5 123 373 91.79 3 126 224 94.03 3 129 2.24 96.27 2 131 1,49 97.76 0 131 0,00 97.76 1 132 0,75 98.51 0 132 000 98.51 0 132 0.00 98.51 0 132 0.00 98.51 0 132 0.00 98.51 2 134 1.49 100.00 10 20 30 ------- Calendar Year 2008 Diesel smart way vehicles truck_class=8A miles_unit MIDPOINT 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 100000 110000 120000 130000 140000 150000 160000 170000 180000 190000 200000 CUM. FREQ. FREQ. 2 16 24 32 23 23 31 30 33 29 37 30 26 28 4 13 4 2 2 2 12 2 18 42 74 97 120 151 181 214 243 280 310 336 364 368 381 385 387 389 391 403 PCT. 050 3.97 5.96 7.94 5.71 571 769 7.44 8.19 720 9.18 7.44 645 6.95 0.99 3.23 0.99 050 0.50 050 2.98 CUM. PCT. 0.50 4.47 10.42 18.36 24.07 2978 37.47 44.91 53.10 60.30 69.48 76.92 8337 9032 91.32 94.54 9553 96.03 9653 9702 100.00 20 FRFOI IFNC.V ------- Calendar Year 2008 Diesel smart way vehicles truck class=8B 08 miles_unit MIDPOINT 0 • 10000 | 20000 1 30000 |_ 40000 | 50000 60000 70000 80000 90000 100000 110000 120000 130OOO 140000 150000 160000 170000 • • I I ~^^^^^^^^m I I 180000 [ 190000 |_ 200000 ^ 0 10 20 30 40 I 50 60 70 80 90 100 110 120 130 140 150 160 FREQUENCY CUM CUM FREQ. FREQ. PCT. PCT. 7 7 0.59 059 16 23 134 193 22 45 185 3.78 31 76 260 6.38 52 128 4.37 10.75 52 180 437 15.11 72 252 6.05 21.16 89 341 7.47 28.63 111 452 9.32 37.95 122 574 10.24 48.19 163 737 13.69 61.88 140 877 1175 7364 112 989 940 83.04 71 1060 5.96 8900 47 1107 3.95 92.95 27 1134 2.27 9521 19 1153 1.60 96.81 11 1164 092 9773 4 1168 0.34 9807 4 1172 0.34 9840 19 1191 1.60 100.00 170 ------- Calendar Year 2008 Diesel smart way vehicles truck_class=2B mpg MIDPOINT 0 CUM. FREQ. 0 0 0 0 0 1 4 4 10 13 16 18 21 21 23 25 28 29 31 31 31 32 33 34 34 34 PCT. 0.00 000 000 0.00 0.00 2.94 8.82 0.00 17.65 8.82 882 5.88 8,82 0.00 588 588 882 2.94 5,88 O.OO 0.00 2.94 2.94 2.94 0.00 000 CUM. PCT 000 000 000 000 000 2.94 11.76 11.76 29.41 3824 4706 52.94 61.76 61.76 6765 73.53 8235 85.29 91.18 91.18 91.18 94.12 97.06 10000 100.00 100.00 FREQUENCY ------- Calendar Year 2008 Diesel smart way vehicles truck_class=3 n i—' o mpg MIDPOINT 0 1 2 3 4 5 6 7 8 g 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 FREQ 0 D 0 0 6 1 5 2 3 2 1 5 3 1 2 0 1 0 1 0 0 1 0 0 1 0 CUM. FREQ. 0 0 0 0 6 7 12 14 17 19 20 25 28 29 31 31 32 32 33 33 33 34 34 34 35 35 PCT. 000 0.00 0.00 000 17.14 286 1429 5.71 S. 57 5.71 2.B6 1429 8.57 286 5.71 000 2.86 0.00 286 000 000 2.B6 0.00 0.00 286 0.00 CUM PCT 000 000 000 000 17.14 2000 34.29 4000 48.57 54.29 57.14 71.43 80.00 82.86 83.57 88.57 91.43 91.43 94.29 94.29 94.29 97.14 97.14 97.14 100.00 100.00 FREQUENCY ------- Calendar Year 2008 Diesel smart way vehicles truck_class=4 n rnpg MIDPOINT 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 t | I i 1 II 1 1 234567 -JIIFNHY FREQ. 0 0 0 0 1 2 1 3 2 1 1 7 5 3 2 0 1 0 0 0 0 0 0 0 0 0 CUM. FREQ 0 0 0 0 1 3 4 7 9 10 11 18 23 26 28 28 29 29 29 29 29 29 29 29 29 29 PCT. 000 000 000 0.00 345 6.90 3.45 10.34 690 345 345 24.14 17.24 10.34 690 0.00 345 0.00 0.00 0.00 0.00 0.00 000 0.00 0.00 000 CUM. PCT. 0.00 0.00 0.00 0.00 3.45 10.34 13.79 24.14 31.03 3448 37.93 62.07 79.31 8966 96.55 9655 100.00 100.00 100.00 10000 10000 10000 100.00 100.00 100.00 100.00 ------- Calendar Year 2008 Diesel smart way vehicles truck class=5 n mpg MIDPOINT 0 1 : ; ; : 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 = ^M 1 I | 1 1 FREQ. 0 0 0 1 0 4 9 9 2 3 3 2 2 1 1 2 0 0 0 0 0 0 0 1 0 1 CUM. FREQ. 0 0 0 1 1 5 14 23 25 23 31 33 35 36 37 39 39 39 39 39 39 39 39 40 40 41 PCT. 0.00 0.00 000 2.44 0.00 9.76 21 95 2195 4.88 7.32 7.32 4.88 488 2.44 2.44 488 0.00 0.00 000 000 000 0.00 0.00 2.44 0.00 2.44 CUM. PCT. 0.00 0.00 000 2.44 2.44 1220 34.15 56.10 60.98 68.29 75.61 80.49 85.37 87.80 90.24 95.12 95.12 95.12 95.12 95.12 95.12 95.12 95.12 97. 56 97.56 100.00 ' T ' ' ' " I ' ' I ' ' I f ' I ' ' I ' ' I ' 'I 012345S789 FREQUENC1 ------- Calendar Year 2008 Diesel smart way vehicles truck class=6 n mpg MIDPOINT : 3 4 5 6 7 8 9 " _ • I ] 12 1 13 [ ] 14 15 • " I 18 19 20 21 22 23 24 25 t ) 10 20 30 FREOUEI : CUM. CUM. FREQ FREQ. PCT. PCT. 0 0 0.00 000 1 1 0.79 0.79 0 1 0.00 079 1 2 079 1.57 4 6 3.15 4.72 8 14 6.30 11.02 22 36 17.32 28.35 18 54 14.17 42.52 34 88 26.77 69.29 21 109 16.54 85.83 10 119 787 93.70 4 123 3.15 96.85 2 125 1.57 98.43 1 126 0.79 99.21 0 126 000 99.21 0 126 000 99.21 1 127 0.79 100.00 0 127 0.00 100.00 0 127 0.00 100.00 0 127 000 100.00 0 127 000 100.00 0 127 0.00 100.00 0 127 0.00 100.00 0 127 000 100.00 0 127 0.00 100.00 0 127 0.00 100.00 40 ------- Calendar Year 2008 Diesel smart way vehicles truck_class=7 mpg MIDPOINT n NT FREQ J 5 6 7 8 g 10 11 12 13 : 1 =1 1 1 i 1 ~ 14 15 P 16 17 I 18 19 20 21 22 23 24 25 0 1 1 6 2 6 31 23 26 21 10 2 2 2 0 1 0 1 0 0 0 0 0 0 0 0 CUM. FREQ. 0 1 2 8 10 16 47 70 96 117 127 129 131 133 133 134 134 135 135 135 135 135 135 135 135 135 PCT. 0.00 0.74 0.74 4.44 1.48 4.44 22.96 17.04 19.26 15.56 7.41 1.48 1 48 1 48 000 0.74 0.00 0.74 000 0.00 0.00 000 0.00 0.00 0.00 0.00 CUM PCT 0.00 O.74 1.48 5.93 7.41 11.85 34.81 51.85 71.11 86.67 94.07 95.56 9704 98.52 9852 99.26 99,26 100.00 100.00 10000 10000 10O.OO 100.00 10000 100.00 100.00 10 20 30 40 ------- Calendar Year 2008 Diesel smart way vehicles truck_class=8A n mpg MIDPOINT 0 1 I 2 | 3 • 4 5 6 7 3 g 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 C ZZ I I Zl z FREQ. 0 1 2 4 13 90 192 73 18 7 0 1 1 0 0 0 0 0 2 0 0 0 0 0 0 0 CUM. FREQ. 0 1 3 7 20 110 302 375 393 400 400 401 402 402 402 402 402 402 404 404 404 404 404 404 404 404 PCT. 0.00 025 0.50 0.99 322 22.28 47.52 18.07 4.46 1.73 000 0.25 0.25 0.00 000 000 000 000 0.50 0.00 0.00 000 000 0.00 0.00 0.00 CUM PCT. 0.00 025 074 1.73 4.95 27.23 74.75 92.82 9728 99.01 9901 99.26 99.50 99.50 99.50 99.50 99.50 99.50 100.00 100.00 100.00 10000 100.00 10000 100.00 100.00 — i — i — ' — i — i — i — i — i — i — i — ' — i — " — i — i — i — ' — i — i — i — " — i — i — i — « — ] — i — i — i — i — i — i — i — i — i — i — i — i — i — r 10 20 30 40 50 SO 70 80 90 100 110 120 130 140 150 160 170 180 190 200 FRFOUFN ------- Calendar Year 2008 Diesel smart way vehicles truck class=8B mpg MIDPOINT n i—' o\ NT 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 C J • I I H FREQ. 0 1 1 7 29 289 700 149 18 3 3 2 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 -f 100 200 300 400 500 600 700 CUM FREQ. 0 1 2 9 38 327 1027 1176 1194 1197 1200 1202 1203 1203 1203 1203 1203 1203 1204 1204 1205 1205 1205 1205 1205 1205 PCT. 0.00 0.08 0.08 0.58 2.41 23.98 58.09 12.37 1.49 025 0.25 0.17 O.OS 0.00 0.00 0.00 0.00 0.00 0.08 o.oo 0.08 o.oo ooo ooo o.oo ooo CUM. PCT. 0.00 0.08 0.17 0.75 3.15 27 14 85.23 97.59 99.09 99.34 99.59 99.75 99.83 99.83 99.83 99.83 99.83 99.83 99.92 99.92 100.00 100.00 100.00 100.00 10000 100.00 FRFOUFNCY ------- Appendix D Cargo Volume Literature Review Summary ------- Clas s 2b 2b 2b 2b 2b 2b 2b 2b 3 3 3 3 4 Application Full Size Pick-up Full Size Pick-up Step Van Step Van Utility Van Utility Van Utility Van Stake Truck Pickup Step Van Conventiona IVan City Delivery Conventiona Body Type Pick-up Pick-up Budget Cargo Van Step Van Utility/ cargo van Uhaul 10' Truck Budget 10' Moving Truck Stake/ platform Pick-up Step Van Penske 12' Cargo Van Budget 16' Moving Truck Uhaul 14' VIUS Category step/walk- in step/walk- in van (basic enclosed) van (basic enclosed) van (basic enclosed) flatbed/stak e/ platform step/walk- in van (basic enclosed) Manuf Chevy Ford Ford Freightliner -Sprinter Ford GMC Supreme GMC Freightliner -Sprinter Ford Model Silverado 2500HD F250 2500 Standard Roof E350 Sierra 3500 3500 Standard Roof Cargo Space (cubic feet) 309 318 237 402 380 336 547 450 800 733 Unit Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Max Payload 3,644 2,900 3,116 3,469 4,239 2,810 3,100 4,566 4,845 2,600 3,400 6,190 GVW 9,200 9,400 8,600 8,550 9,500 8,600 8,600 10,700 11,030 11,500 14,050 Notes or Comments URL http://www.chevrolet.com/vehicles/201 0/silverado2500hd/features.do http : //www. fordfl 5 0 .net/specs/0 5 sd_sp ecs.pdf http://www.budgettruck.com/Moving- Trucks.aspx http : //www. freightlinersprinterusa. com/ vehicles/cargo- van/models/specifications.php http://www.motortrend.com/cars/2008/ ford/e 350/specifications/index.html http://www.uhaul.com/Reservations/Eq uipmentDetail . aspx?model=EL http://www.budgettruck.com/Moving- Trucks.aspx http://www.gmc.com/sierra/3500/specs Standard.] sp http : //www. freightlinersprinterusa. com/ vehicles/cargo- van/models/3500-hi gh- roof-170-wb-6-SDecs.DhD http://www.pensketruckrental.com/com mercial-truck-rentals/moving-vans/12- ft.html http://www.budgettruck.com/Moving- Trucks.aspx http://www.uhaul.com/Reservations/Eq ------- Clas s 4 4 4 4 4 4 4 5 5 5 5 6 6 Application IVan Conventiona IVan Conventiona IVan City Delivery Large Walk- In Large Walk- In UPS Stake Truck Bucket Truck City Delivery City Delivery Large Walk- In Beverage Single Axle Body Type Truck Uhaul 17 Truck Penske 16' Economy Van Penske 16' Cargo Van Walk-in Walk-in Walk-in Stake/plat form Bucket truck Uhaul 24' Truck Uhaul 26' Truck Large Walk-in Beverage Budget VIUS Category flatbed/stak e/platform van (basic enclosed) van (basic enclosed) step/walk- in van (basic Manuf Ford Eaton Hybrid Grumman GMC Hackney Model W700 Step Van W700 Step Van W4500 6-Bay 52" Performer Cargo Space (cubic feet) 865 826 1,536 700 700 448 1,418 1,611 670 588/case capacity = 531@ 120z cans 1,380 Unit Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft/cases cans Cu. Ft Max Payload 5,930 4,300 5,100 5,720 5,390 6,500 7,400 11,601 12,000 GVW 14,050 15,000 16,000 16,000 14,500 18,000 18,000 16,000 21,150 25,500 Notes or Comments URL uipmentDetail . aspx?model=EL http://www.uhaul.com/Reservations/Eq uipmentDetail . aspx?model=EL http://www.pensketruckrental.com/com mercial-truck-rentals/moving-cargo- vans/16-ft.html http://www.pensketruckrental.com/com mercial-truck-rentals/moving-cargo- vans/16-ft.html http://files.harc.edu/Proiects/Transporta tion/FedExReportTask3 .pdf http : //files, hare . edu/Proj ects/Transporta tion/FedExReportTask3 .pdf http://www.grummanolson.com/index2 .htm http : //www.usedtrucksdepot. com/brow se_listdetails.php?manf=GMC&scate= Stake+Truck&catname=Medium+Duty +Trucks&main id=208 http://www.uhaul.com/Reservations/Eq uipmentDetail . aspx?model=EL http://www.uhaul.com/Reservations/Eq uipmentDetail . aspx?model=EL http://news.van.fedex.com/node/7379 http : //www.hackneybe verage .com/bo d ycad5.htm http://www.budgettruck.com/Moving- ------- Clas s 6 6 6 7 7 7 7 7 7 Application Van Stake Truck Refrigerated /Reefer Landscape Van Refuse Furniture Beverage Stake Truck Refrigerated /Reefer Tanker Truck Body Type 24' Truck 24' Stake Truck 24' Kold King Refrigera ted Van scape r Landscap e Van Refuse Truck Furniture Truck Beverage (delivery body) flatbed/st ake/platfo rm 28' Kold King Refrigera ted tank (fluid) VIUS Category enclosed) flatbed/stak e/platform reefer step/walk- in flatbed/stak e/platform reefer tank (fluid) Manuf Intemation al/ Supreme Supreme Supreme Hackney Supreme Supreme Ford Model 24' 24' 22' Hackney 10- Bay-48" Aluminum SH20096 28' F750 XL Cargo Space (cubic feet) 672 1,521 1,496 2,013 12517 case capacity = 1,100 12 oz cans 728 1,774 267 Unit Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft Cu. Ft/case cans Cu. Ft Cu. Ft Max Payload 23,700 2,000- 4000 GAL GVW 25,900 37,733 33,000 26,000 Notes or Comments Note: typical step/walk- ins do not reach this size. This is a speciality vehicle URL Trucks, aspx http://www.usedtrucks.ryder.com/Vehi cle/VehicleSearch.aspx?VehicleTypeId =!&VehicleGroupId=5 http://www.silvercrowncoach.com/supr eme.php?page=product&bodv=refriger ated&product=2 1 §ion=specs http://www.silvercrowncoach.com/supr eme.php?page=product&body=landsca ping&product= 3 0 http://www.hendersonrentals.co.nz/?t= 38 http : //hackneyusa. com/ http://www.usedtrucks.ryder.com/Vehi cle/VehicleSearch.aspx?VehicleTypeId =!&VehicleGroupId=5 http://www.silvercrowncoach.com/supr eme.php?page=product&body=refriger ated&product=2 1 §ion=specs http : //www. truckingauctions .com/brow se listdetails.php?scate=Water%20Tan k%20Truck&manf=GMC&catname=H ------- Clas s 7 Application Single Axle Van Body Type Freightlin er Truck VIUS Category van (basic enclosed) Manuf Freightliner Business Class (24') Model Business Class M2 112 Cargo Space (cubic feet) 1,552 Unit Max Payload GVW 33,000 Notes or Comments Note: front axle Ibs 12,000/rear axle 2 1,000 Ibs (each add'l axle approx 12,000 Ibs) URL eavy%20Duty%20Trucks http://www.truckpaper.com/listingsdeta il/detail.aspx?OHID=2379362 G 4- ------- |