United States
Environmental Protection
Agency
Environmental Sciences Research
Laboratory
Research Triangle Park NC 277 1 1
EPA-600/4-78-042
July 1978
Research and Development
Regional Air
Pollution Study

Point Source
Methodology and
Emission Inventory

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                RESEARCH REPORTING SERIES

Research reports of the Office of Research and Development, U S. Environmental
Protection Agency, have been grouped into nine series These nine broad cate-
gories were established to facilitate further development and application of en-
vironmental technology  Elimination of traditional grouping  was consciously
planned to foster technology transfer and a maximum interface in related fields
The nine series are-

      1   Environmental  Health  Effects Research
      2.  Environmental  Protection Technology
      3   Ecological Research
      4   Environmental  Monitoring
      5,  Socioeconomic Environmental Studies
      6   Scientific and Technical Assessment Reports (STAR)
      7   Interagency Energy-Environment Research and Development
      8   "Special" Reports
      9.  Miscellaneous Reports

This  report has been assigned to the ENVIRONMENTAL MONITORING series
This  series describes research conducted to develop new or improved methods
and  instrumentation for the identification and quantification of  environmental
pollutants at the lowest conceivably significant concentrations. It also includes
studies to determine the ambient concentrations of pollutants in the environment
and/or the variance of pollutants as a function of time or meteorological factors.
This document is available to the public through the National Technical Informa-
tion Service, Springfield, Virginia  22161.

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         REGIONAL AIR POLLUTION STUDY


Point Source Methodology and Emission Inventory
                      by
                 F.  E.  Littman
            Rockwell International
             Air Monitoring Center
          11640 Administration Drive
             Creve Coeur, MO  63141
              Contract 68-02-2093
                Task Order 108A
                Project Officer

               Charles C.  Masser
 Office of Air Quality Planning and Standards
      Office of Air and Water Management
     U.S.  Environmental Protection Agency
      Research Triangle Park, N.C.   27711
  ENVIRONMENTAL SCIENCES RESEARCH LABORATORY
      OFFICE OF RESEARCH AND DEVELOPMENT
     U.S.  ENVIRONMENTAL PROTECTION AGENCY
      RESEARCH TRIANGLE PARK, N.C.  27711

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                                 DISCLAIMER
     This report has been reviewed by the Environmental Sciences Research
Laboratory, U.S. Environmental Protection Agency, and approved for pub-
lication.  Approval does not signify that the contents necessarily re-
flect the views and policies of the U.S. Environmental Protection Agency,
nor does mention of trade names or commercial products constitute
endorsement or recommendation for use.

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                                  ABSTRACT

     The development of the point source emission data inventory for the
Regional Air Pollution Study at St.  Louis is discussed.  To meet the unusual
requirements of this study, which specified the acquisition of hourly
measured emission data for the St. Louis Air Quality Control Region for a
period of two years, a unique methodology was developed and put into
practice.  The result is a data base containing over 20 million pieces of
information in a readily accessible form.
                                     in

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                                CONTENTS
Abstract                                                              iii
Figures                                                               vii
Tables                                                               viii
Acknowledgments                                                        ix
A.  Raps Point Source Methodology                                       1
    1.0  Introduction                                                   2
    2.0  The Saint Louis Interstate Air Quality Control Region          4
    3.0  Historical Inventory Data                                      6
    4.0  Size Distribution of Sources                                   8
    5.0  Sensitivity Analysis                                          15
    6.0  Sources of Air Pollution                                      20
         6.1  Classification                                           20
         6.2  Pollutants of Interest                                   20
              6.2.1  Sulfur Dioxide                                    20
              6.2.2  Carbon Monoxide                                   22
              6.2.3  Particulate Matter                                23
              6.2.4  Hydrocarbons                                      24
              6.2.5  Oxides of Nitrogen (NOY)                          24
                                           A
              6.2.6  Heat Emissions                                    25
    7.0  Emission Data Acquisition                                     27
         7.1  Survey                                                   27
         7.2  Acquisition of Data                                      28
              7.2.1  Fuel Consumption and Process Data                 29
              7.2.2  Operating Data                                    31
              7.2.3  Stack Gas Measurements                            31
    8.0  Data Handling                                                 37
B.  RAPS Point Source Emission Inventory                               39
    1.0  Data Acquisition                                              40
         1.1  Major and Minor Sources                                  40

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          1.2  Industrial  Area Sources                                  43
          1.3  Emission Factor Verification Studies                     55
               1.3.1   Background                                        55
               1.3.2   Test Methods                                      57
               1.3.3   Results and Discussion                            57
               1.3.4   Sulfuric Acid Mist                                62
               1.3.5   Particle Size Distribution                        67
     2.0  Data Handling                                                 72
          2.1  Coding Procedures                                        72
          2.2  Editing of Data                                          79
          2.3  RAPS Emission Inventory Calculations                     79
     3.0  Presentation of Data                                          87
References                                                              95
Appendix A  Point Source Data Handling Instructions                     96
Appendix B  Point Sources at Which Source Tests Were Made              113
Appendix C  Point Sources for Which Process or Fuel Consumption
            Data Were Obtained                                         115
Appendix D  Point Sources for Which Operational Data Were Obtained
            for Temporal Allocation of Annual Emissions                126
Appendix E  Point Sources for Which no Temporal Data Were Recorded     136
                                     VI

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                                  FIGURES
Number
   1

   2
   3
   4
   5
   6
   7
   8
   9
  10
  11
  12
  13
  14
  15
  16
  17
  18
  19
  20
  21
  22
  23
  24
Metropolitan Saint Louis Interstate Air Quality Control
  Region
S02 Emissions for the Saint Louis Air Quality Control  Region
Relationship Between a,, and QK/Q
RAPS Major Point Sources
Input Data:  Printout of Hourly Data
Input Data:  Summary of Load Data
Input Data:  Steam Chart
Input Data:  SO^ Concentrations in Stack
Input Data:  Daily Log
Sulfur Trioxide Collector
Sulfuric Acid Mist Sampling Train
Percentage Conversion of S02 to S03 in Utility Boilers
Andersen Stack Sampler
RAPS Point Source Coding Form - Hourly Data
RAPS Point Source Coding Form - Annual Data
RAPS Point Source Coding Form - Non-Criteria Pollutants
RAPS Point Source Coding Form - Emission Factors
Point Source Listing - Hourly
Point Source Listing - Daily
Point Source Listing - Annual
Modeler's Tape
Point Source Summary Report - County  (Madison)
Point Source Summary Report - State (Illinois)
Point Source Summary Report - AQCR 70
Page

  5
  9
 17
 42
 44
 45
 46
 47
 48
 64
 65
 66
 70
 75
 76
 77
 78
 88
 89
 90
 91
 92
 93
 94
                                       VII

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                                   TABLES
Number                                                                  Page
   1      Qualifications of Selected SMSA's                                 4
   2     Sources of Pollutants in  the  St. Louis  AQCR                      10
   3     Sources of Pollutants in  the  St. Louis  AQCR  Emitting
           in Excess of 1000 Tons/Year                                   11
   4     Values of 6 for Selected  Pairs (a,  1-C)                          18
   5     Maximum Allowable Error for Point  Sources  of Various  Sizes       18
   6     Classification of Sources for Emission  Inventory                21
   7     Classification of SOp Sources                                   29
   8     Classification of CO Sources                                     29
   9     Classification of Sources of  Particulates                        30
  10     Classification of NOX Sources                                   30
  11     Classification of Hydrocarbon Sources                           30
  12     Distribution of Large Sources in the St.  Louis AQCR
           by SCC Codes                                                  34
  13     Distribution of Large Sources in the St.  Louis AQCR
           by SCC Codes                                                  35
  14     Minimum Test Schedule                                           36
  15     Hourly Point Source Summary                                     41
  16     Annual Point Source Summary                                     41
  17     Annual Emissions from Industrial Area Sources                   50
  18     Emission Limits for Industrial Area Sources                      49
  19     Comparison of Measured and Calculated Flows                      58
  20     Comparison of SO- Emissions Based  on Calculated and
           Measured Flow Rates                                           60
  21     Comparison of AP-42 and Experimental Emission Factors           61
  22     Sulfur Oxide Analyses and Ratios                                 68
  23     Particle Size Distributions                                     71
                                    vn i

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                               ACKNOWLEDGMENTS

     Many people contributed to the success of this study.  The cooperation
of the almost one hundred companies in the St. Louis area is greatfully
acknowledged.  Officials of the Illinois Environmental Protection Agency,
the Missouri Air Conservation Commission, the St. Louis County and St. Louis
City Air Pollution Control Agencies, and, last but not least, the EPA
Project Officers, Mr. Chuck Masser and Mr. Jim Souther!and, were most
helpful and cooperative.
     At the St. Louis Regional  Office, staff members R. W. Griscom, 0. C.
Klein, John Piere and Kevin Isam were among the chief contributors to the
technical effort.  But the work could not have been successfully accom-
plished without the faithful labors of the data clerks, Mss. S. Piere,
S. Wosmansky, B. V. Kruse and A. J. Haspert.

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A.  RAPS POINT SOURCE METHODOLOGY

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1.0  INTRODUCTION
     An emission inventory constitutes  the  starting point for any attempt to
control emissions to the atmosphere.  As long as  such  controls deal  with
average yearly concentrations,  inventories  giving total  annual emissions  of
the various sources of pollutants are sufficient.   The Regional  Air  Pollution
Study had, however, as its first goal the validation of atmospheric  dispersion
models, which attempt to predict ambient pollutant concentrations on an hourly
basis.   Emission values derived from total  annual  emissions  were therefore
largely inadequate, and the RAPS emission inventory was conceived to provide
the needed resolution and accuracy by measuring and recording hourly emissions
(or parameters directly related to hourly emissions) for the principal  sources
of pollution.  Thus, the emission inventory for the Regional Air Pollution
Study (RAPS) at St. Louis is distinguished from existing emission inventories
by two factors:  its resolution and its accuracy.
     Although ultimately all pollutants of importance were included  in  this
inventory, as a matter of priority emphasis of the data collection was  placed
on S0? as an indicator of pollution originating from stationary sources.
Hourly measurement provided the needed  time resolution and,  at the same time,
increased the accuracy of the emission  inventory by updating it.  Later,  the
inventory was expanded to include hydrocarbons, oxides of nitrogen,  partic-
ulate matter, heat emissions and others.
     Any attempt to obtain measured values  for a large number of sources  is a
complex and expensive undertaking.  Within  the usual constraints of  air
pollution studies, such an approach is  not feasible, and the use of  algorithms
or models has been generally resorted to for estimation of emissions.   Since
such emission models describe assumed conditions, their use  in the RAPS was
less desirable; they were used only where it did not impair the overall
accuracy of the inventory, as indicated by  a sensitivity analysis.
     This section of the report discusses the approach to the problem of

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assembling a "precision" inventory for the St. Louis Interstate Air Quality
Region.  It states the nature of the problem and the rationale for choosing
the St. Louis area as a "test chamber"\  the pollutants of interest are also
discussed briefly.  Using an approach suggested by EPA's Weighted Sensitivity
Analysis Program, limits were placed on  the scope of the investigation, which
were then applied to the actual  situation in St. Louis.   The mechanism for the
acquisition of data and their preparation prior to entry into a data bank are
also described.

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2.0  THE SAINT LOUIS INTERSTATE AIR QUALITY CONTROL REGION (AQCR #070)
     The St. Louis area was selected on the basis of careful  considerations
of the various factors of importance for a regional air pollution study (1).
Standard Metropolitan Statistical Areas (SMSA's) were used as a basis for the
analysis, and all SMSA's with population in excess of 400,000 were examined.
The primary factors considered in the selection were:
     • Geographic isolation from other SMSA's
     • Location within the Continental climate zone
     • Significant level and density of pollutant emissions
     • Presence of a rural fringe with substantial crop lands
     • Existence of control programs and historical data
     The final selection of St. Louis was made by the Assistant Administrator
for Research and Monitoring, EPA, from the four considered sites on the basis
of the following rating (Table 1):

	TABLE 1.   QUALIFICATIONS OF SELECTED SMSA'S	
     Criterion            Birmingham   Cincinnati   Pittsburgh  St. Louis
Surrounding area             Fair         Poor         Good       Good
Heterogeneous emissions      Fair         Fair         Fair       Good
Area size                    Good         Good         Good       Good
Control program              Poor         Good         Good       Good
Information                  Poor         Good         Fair       Good
Climate                      Good         Fair         Fair       Good

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                                                                      100 km
                    r-—
 j  CRAWFORD \WASHINGTON  I	     ^

              \                  v

 |            !  \        !      \STE.GENEVIEVE

 I	_,      I     \   I       \        ./
      1    j—	.	;^J FRANCOIS \      /
       t—.-J              >--         V .  V
0  10 20  30  40  50

    SCALE — km
FIGURE 1.   METROPOLITAN  SAINT LOUIS  INTERSTATE AIR QUALITY CONTROL REGION

                (SHADED  AREAS ARE  INCLUDED IN THE AQCR)

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3.0  HISTORICAL INVENTORY DATA
     Air pollution studies have been conducted in the St.  Louis area for many
years, and several emission inventories have been developed.  In 1964, an
"Interstate Air Pollution Study, Saint Louis-East Saint Louis Metropolitan
Areas" was undertaken by the U.S. Public Health Service.  Questionnaires were
sent out to determine fuel use and combustible waste disposal practices in
the area as well as manufacturing activities.  A revised emission inventory,
still based on 1963 data, was published in December 1966 as Phase II of the
Interstate Study.
     After the Metropolitan Saint Louis Interstate Air Quality Control Region
had been established, the first comprehensive inventory was taken in 1968,
to serve as a basis for the Implementation Planning Program (IPP).  Since
then, four more inventories have been compiled:
     • IBM Emission Inventory-1970
     • DAQED Emission Inventory-1971
     • NATO Emission Inventory-1971
     • NEDS Emission Inventory-1973
     In addition,  the following traffic and transportation inventories exist:
     • Streets and highways
     • Railways and vessels
     The emission  inventories in current use by the Missouri and Illinois
regulatory agencies were recently (Summer 1973) acquired and transferred to
the NEDS files.
     These inventories are described in detail in SRI Report "A Regional Air
Pollution Study Preliminary Emission Inventory" (2).
     Most of these inventories are only of historical interest.  Current data
are contained in the National Emission Data System (NEDS)  (3) inventory,
administered by the Federal EPA, which is based on inventories kept by the

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Illinois EPA and the Missouri agencies.
     The NEDS inventory contains information on annual emissions of the five
"criteria" pollutants (particulates, SCL, NOX, hydrocarbons (HC) and CO)
from stationary point and area sources,  as well as a listing of selected
industrial materials emitted by chemical process, food, agriculture, chemical
and mineral products industries, petrochemical operations, wood processing,
and incinerators.
     From the point of view of the Regional Air Pollution Study, the NEDS
inventory had two major uses:  it contained emission data for those sources
for which detailed data were unavailable, and it provided a basis for an
analysis of the problem of obtaining measured data.   It therefore served as
an interim data base for the St. Louis study until the RAPS inventory became
operational.

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4.0  SIZE DISTRIBUTION OF SOURCES
     The situation in St. Louis lent itself to a direct attack on  the  problem
of direct measurement of emissions because of the relatively limited number
of major point sources.   In terms of S02,  the current (1973) National  Emission
Data System (NEDS) inventory listed about  300 sources emitting over ten tons
of S0? per year.  Of these, only 62 emit in excess of 1000 tons/year,  an
additional 120 over 100 tons/year.  The 62 largest sources, representing 15
companies, are concentrated at 20 locations.   Thus, the sheer physical mag-
nitude of the problem of collecting hourly data for the major sources  of
pollution appeared to be manageable within a reasonable budget (Figure 2).
     The situation for other pollutants is somewhat similar.  The  data are
summarized in Table 2.
     Thus, if direct measurements of emission were to be limited to sources
emitting in excess of 1000 tons/year, we needed to obtain data from 62 sources
at 20 locations for S02, 13 sources at 9 locations for CO, 28 sources  at 12
locations for particulates, and so on.  Many of these sources overlap, thus
further reducing the data collection (but  not the data recording)  problems.
For example, of the 26 major sources of NO,,, 21 are also major emitters of
SO,,.  The extent of the overlap is shown in Table 3, which lists all major
sources of pollutants in matrix form.

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  100
  70
  60
o


u.
O 50

t-

ui
O
oc
Ul
Q.

  40
  30
   20
   10
r< 100,000 TON/YEARS


TOTAL AQCR
ALL POINT SOURCES
P.S. > 100 T/YR
P.S. > 1000 T/YR
P.S. > 5000 T/YR
P.S. > 10,000 T/YR
P.S. > 100,000 T/YR
TOTAL AREA SOURCES
NUMBER
SOURCES

358
184
67
26
13
4


TONS/YEAR
1,233,805
1 ,220,897
1,182,909
1,144,906
1,060,480
990,500
608,000
12,908
PERCENT OF
POINT SOURCES

100.0
96.9
93.8
86.8
81.1
49.8

PERCENT
OF TOTAL
100.0
98.9
95.9
92.8
85.9
80.3
49.3
1.1
                         I
     0        50        100



SOURCE:  NEDS Inventory (1973).
                            150        200        250

                           NUMBER OF POINT SOURCES
300
          350
                                                                                    400
                                                                              SA-2579-14
  FIGURE 2.   S02 EMISSIONS  FOR THE  SAINT  LOUIS AIR QUALITY CONTROL REGION

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                                                  _Q
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<
                                                  CO
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                         10

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 TABLE  3.   SOURCES  OF  POLLUTANTS  IN THE ST.  LOUIS AQCR
	EMITTING  IN  EXCESS  OF 1000 TONS/YEAR	
Source Name
Allied Chemicals
Alpha Cement Co.
Alton Box Co.


Amoco





Anheuser-Busch Co.
Anlin Corp.
Chrysler Corp.

Clark Oil Co.



Columbia Quarry

East St. Louis Stone
Ford Motor Co.

Point
No.
01
01
01
02
03
01
02
03
04
05
06
01
01
01
02
01
02
03
04
01
02
01
01
02
Pollutant
so2
X

X
X
X
X
X
X
X


X
X


X








CO





X









X








Partic-
ulates

X



X









X



X
X
X


NO,


X





X















HC's





X



X
X


X
X
X
X
X
X



X
X
Proposed
Stack
Sampling





X

X
X



X











                                                        (continued)
                           11

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TABLE 3 (continued)
Source Name
GMAC



Granite City Steel




Highland Electric Co.
Illinois Power Co.










Laclede Steel


Mississippi Lime Co.
Mississippi Portland
Cement
Monsanto Chemical Co.

Point
No.
01
02
03
04
01
02
03
04
05
01
01
02
03
04
05
06
07
08
09
10
11
01
02
03
01

01
02
Pollutant
so2









X
X
X
X
X



X
X
X
X
X




X
X
CO




X
X
X
X
X

X
X










X
X




Partic-
ulates




X
X
X
X
X


X






X
X
X



X


X
NOX










X
X
X
X
X
X
X
X
X
X
X
X



X


HC's
X
X
X
X





X


















Proposed
Stack
Sampling











X






X








X
                                     (continued)
        12

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TABLE 3 (continued)
Source Name
Monsanto Chemical Co.







Municipal Incinerator

NL Titanium Div.



PPG Glass
St. Joseph Lead Co.

Shell Oil Co.











Point
No.
02
03
04
05
06
07
08
09
01
02
01
02
03
04
01
01
02
01
02
03
04
05
06
07
08
09
10
11
12
Pollutant
so2
X
X
X
X
X
X




X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X


CO






X
X
X
X



















Partic-
ulates
X

X
X
X
X















X
X






NOX





























HC's







X













X
X




X
X
Proposed
Stack
Sampling
X

X

X






X



X
X


X

X


X




                                      (continued)
        13

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TABLE 3 (continued)
Source Name
Socony
Stolle Quarry

Texaco
Union Electric
















TOTALS
Point
No.
01
01
02
01
01
02
03
04
05
06
07
08
09
10
11
12
13
14
15
16
17
96
Pollutant
so2




X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
62
CO





















13
Partic-
ulates

X
X



X
X




X
X







28
NO,




X
X
X
X
X
X
X
X
X
X
X






26
HC's
X


X

















23
Proposed
Stack
Sampling












X
X







17
        14

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5.0  SENSITIVITY ANALYSIS
     An important aspect of every inventory is its accuracy.   While no inven-
tory can be better than the numbers supplied by the data acquisition process,
a statistical estimate of the overall  quality and probable error helps to
place the uncertainties on a quantitative basis.
     As a first approach to this problem, the National  Air Data Branch of EPA
commissioned a study which produced a  Weighted Sensitivity Analysis Program
(4).  While this program does not supply any estimates  of the absolute
accuracy, it does help evaluate the maximum permissible error of any part of
the inventory, given a maximum permissible error for the whole system.   In
doing so, it keeps the inventory at an equivalent level of accuracy and points
out areas where accuracy has to be improved to provide  a desired overall
accuracy.  In addition, it also provides an approach to establish confidence
levels for the emission inventory.
The basic theoretical development proceeds as follows.   The linear model:
                          79
                         qV =  z  <
                                 k=l
                                          9
                                         E
        where      Q  = total  amount of pollutant emitted
               100 e  = percentage error associated with Q
                   Qk = amount of pollutant emitted by subclass  k
               100 a.  = percentage error associated with Q.
is postulated as an appropriate model  to analyze the propagation of errors
through the emission inventory.
     If each subclass contributes to the error an amount proportional  to  its
relative physical contribution, it can be shown that
                                     15

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The analysis demonstrates that to obtain a predetermined level  of precision
for a source class, not all  subclasses need to be measured with the same
precision; the greater the ration of Q:Q,  becomes, the greater  becomes the
allowable value of a, .   Conversely, a,  approaches the value of  G as the ratio
approaches unity (Figure 3).
     The authors also developed a method for predicting the confidence level
for the inventory; that is,  the probability that the actual overall error will
not exceed 0, using Chebyshev's theorem (5).  The results for selected pairs
of (a and 1-c) are shown in  Table 4, where a = 26 and 1-c is the confidence
level .
     Thus, a two-step procedure was suggested.  First, the overall allowable
error 8 was established, either from user's (modeler's) requirements, or as
a tradeoff between confidence level and acceptable error interval; secondly,
the values of ov for the components of interest were computed.
     Applying these considerations to our case suggested that,  in the absence
of any definite information  about the modeler's requirements for the accuracy
of emission data, a fairly stringent set of conditions would be a confidence
level of 95 percent and an acceptance interval of 10 percent (these conditions
are probably stricter than the accuracy of the emission data).   This would
lead to a permissible maximum error 6 of 2.24%.
     The allowable error for source classes of various sizes, such as 100
tons/year, 1000 tons/year, etc. could tnen be calculated.  For  example, the
allowable error for a 100 ton source of SO,, was

                        alOOT  =  03-
                               -  9 9*   1.187.296
                               ~  *'^      100
                               =  244%
The data are tabulated in Table 5.
     The very large OY for SU0, CO and NO^, even for the relatively stringent
statistical conditions, suggested that there probably was no need to obtain
                                     16

-------
     100


      90


      30


      70


      60


    ^ 50


      40


      30


      20
      10
0 = 5%
1 1 1 1 I 1
I 1 1
         0    0.1    0.2    0.3    0.4    0.5    0.6    0.7    0.8    0.9    1.0

         Source:  Reference 4
                                   QK/Q


                FIGURE 3.  RELATIONSHIP BETWEEN OK AND QK/Q
                                      17

-------
             TABLE 4.   VALUES OF 6 FOR SELECTED PAIRS (a, 1-C)
                             Confidence Level
             i.
             O)
             CD
             o
             O.
             ai
             u
\1-C
a\.
5%
10%
20%
90%
1 . 58%
3.16%
6.32%
95%
1.12%
2 . 24%
4.47%
99%
0.5%
1.0%
2.0%
Source:   Reference 4
   TABLE 5.   MAXIMUM ALLOWABLE ERROR FOR POINT SOURCES OF VARIOUS SIZES


          Acceptance Interval 10%, Confidence Level 95%, -0 = 2.24%
Pollutant
Particulates
so2
NOX
HC
CO
Total Emissions
Tons/Year
45,224
1,007,530
322,730
47,610
164,331
Al lowable
100 Tons/Yr
48%
225%
127%
49%
91%
Error a, for S
1000 Tons/Yr
15%
71%
40%
15%
29%
ources of
10,000 Tons/Yr
--
23%
--
--
--
                                    18

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measured hourly values for sources smaller than 100 tons/year of these


pollutants, since annual  data provided this accuracy.   Thus,  the collection


of hourly data was limited to sources of 1000 ton/year and larger.   As


indicated in Table 2, this reduced the number of S00 sources  to be  measured
                                                   L.

to 62, the stationary CO sources to 13, and the NOV sources  to 26.   Hourlv
                                          v        A

values for the remaining sources were then calculated as discussed  in  Section


7.2.2.
                                     19

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6.0  SOURCES OF AIR POLLUTION

6.1  CLASSIFICATION
     Virtually every human activity results in  some  form  and  degree  of  air
pollution.  For practical  purposes, it is convenient to classify  the sources
of emission; a general  classification is shown  in  Table 6.  There, sources
are divided into stationary and mobile, since these  present significantly
different problems.  Stationary sources are further  divided into  Point  and
Area sources.   The division between the two is  arbitrary:   individually
identified sources are  considered "Point Sources".   For the RAPS  inventory,
sources emitting less than 0.01% of the total emissions of a  pollutant  were
not considered as individual  points but rather assigned to and distributed
over the appropriate area.  Resultant point source values  were approximately
100 tons/year for SO ,  30 tons/year for NO , 25 tons/year for particulates,
                    X                     X
10 tons/year for hydrocarbons, and 10 tons/year for  carbon monoxide.  Of
course, even a very small  point source can be a major contributor to a  given
local or nearby receptor (monitoring station),  but the investigation of this
problem constitutes a localized, special situation which  needs to be dealt
with separately from the overall inventory.
     The division of sources into combustion and non-combustion is again a
matter of convenience;  however, combustion sources constitute a specific
group of emitters which in some cases, such as SO^ for stationary sources,
constitute the overwhelming fraction of these pollutants.

6.2  POLLUTANTS OF INTEREST
     The RAPS inventory initially emphasized "criteria" pollutants  (for which
Air Quality Standards exist).  Ultimately the inventory also  included other
pollutants such as trace and hazardous contaminants.

6.2.1  Sulfur Dioxide
     Sulfur dioxide (S02)  was the pollutant initially emphasized  in  the
                                     20

-------
o
I—
z:
LU
O
I—t


CO
CtL
O
D:
o
co
o

•z.
o
CO
CO
o
03
                                                                       T>   g
                                                                       SO.

-.      bO

-^  ra  -H

-M  L.  -a

-------
inventory since it occupied the  position  of highest  priority within  the
Regional Air Pollution Study.   In  St.  Louis, virtually all  of  it  (98.9%)  was
estimated to originate from listed point  sources.  Most of  the S0?  is
produced by the combustion of coal and fuel  oil,  although some of it resulted
from ore roasting, steel  production,  and  petroleum refining operations.   The
largest contributors are the power generating stations of the  utility compa-
nies.  The six generating stations in the St. Louis  area produce  over 855,000
tons of S0? per year, or about 85% of all the S0? produced  by  point sources
in the area.
     Sulfur dioxide is relatively  non-reactive in the atmosphere, at least
over the time interval of a few hours, which is likely to be of interest  to
modelers.  Removal from the atmosphere occurs by  several mechanisms, some of
which involve oxidation to sulfur  trioxide with subsequent  formation of
sulfuric acid mist or sulfates by  reaction with basic materials in  the atmo-
sphere  (e.g., ammonia).  These processes  will have to be considered for  long-
term (24 hours or longer) modeling.
     Available evidence indicates  that the ratio  of  S0? to  S0_ in ambient air
                                                      L-      O
is between 50:1 to 100:1.  Recent  health  data (6) indicate  that (at least in
the case of elderly patients with  heart and lung  diseases,  as  well  as
asthmatics) it is the level of suspended  sulfates that correlates with
adverse health effects rather than the S0? level.  Best estimates indicate
that sulfates are about an order of magnitude more irritating  than S0?.   At
this time, it is not clear whether sulfuric acid  mist or sulfates are
implicated, and the importance of  atmospheric transformation  products of
S0? is not certain.
     Ambient concentrations of S09 in the St. Louis  atmosphere typically
                                3
range from 20 to 40 micrograms/m  (annual average) (6).

6.2.2  Carbon Monoxide
     Carbon monoxide  (CO) is closely linked with  automotive traffic.  Sta-
tionary combustion sources normally generate only minor amounts of CO.  There
are, however, a few important industrial  sources  of  CO: the  catalytic cracker
regenerators in petroleum refineries, blast furnaces in steel  mills, and
certain chemical processes.  Because of the tremendous volume  of stack gases
generated by electric utilities, the relatively low  concentrations of CO in
                                     22

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these gases also contribute to the overall  CO concentration.
     Carbon monoxide is chemically inert.   It is removed slowly by contact
with certain soil bacteria, which maintain  the natural  balance of CO in the
air, but the rates of these processes are not significant on  the time scale
of interest.
     Carbon monoxide combines with hemoglobin 200 times more  readily than
oxygen; it thus prevents the blood hemoglobin from transporting oxygen from
the lungs to the tissues.   Exposure to low  concentrations (below 100 ppm or
115 mg/m ) causes headaches and dizziness.   Its actions are most likely to
affect persons living at high altitudes and people with chronic heart and
lung diseases.  Cigarette  smokers commonly  have 5 - 10% carboxy-hemoglobin,
an amount that corresponds to 30 to 60 ppm  of CO in ambient air (35 to 70
mg/m ).
     Ambient concentrations of CO in the downtown St.  Louis area range from
                     o
15 to 35 mi Hi grams/in  (6).

6.2.3  Particulate Matter
     The fate of particulate matter in the  atmosphere  is becoming a major
research target.  It is a  particularly difficult subject because the charac-
teristics of particles are determined only  partially by their chemical  com-
sition and very largely by their size.  Thus haziness,  by far the most
obvious manifestation of air pollution, is  strongly dependent on particle
size.  Similarly, the health effect of particulate matter is  largely dependent
on particle size, since only particles of a certain size range penetrate into
the lungs and are retained there.  The particle size of interest in these
areas is of the order of less than five or  six micrometers.   Such particles
remain afloat virtually indefinitely and, while their  contribution to the
total weight of particulate matter is small, their number is  very large.
     By contrast, the emission of particulate matter is determined on a weight
basis, whether by sampling or by material  balance consideration.  Thus the
small number of relatively large particles  accounts for most  of the mass of
particulate emission.  Since particles in excess of 10  ym settle out rather
rapidly, these particles do not contribute  much to the  ambient concentration
of particulates, nor to their health and visibility effects.
                                     23

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     Thus,  a really useful  inventory of  particulate  emissions  should  specify
not only the mass but also  the size  distribution  of  particulate emission  in
addition to their chemical  composition—a  difficult  and  expensive  task which
cannot be carried out on a  routine monitoring  basis.
     The problem is further complicated  by the processes which form partic-
ulates—mainly droplets — in the atmosphere.  The  formation  of  SCU  leads
directly (via reaction with water vapor) to the formation of a sulfuric acid
mist and to the stabilization of fog; photochemical  reactions  result  in the
polymerization of initially gaseous  hydrocarbons, resulting again  in  partic-
ulate droplets.  These products are  only indirectly  related to emission
inventories.  The concentration of suspended particulates in the  St.  Louis
area ranges from 50 to 150  ym/m .

6.2.4  Hydrocarbons
     In the air pollution literature, the  term "hydrocarbons"  is  used loosely
to designate gaseous organic compounds.   There are two major categories of
sources of hydrocarbons in  urban atmospheres:   incomplete combustion  and
evaporation.  Incomplete combustion  occurs primarily in  internal  combustion
engines (automobiles).  Evaporation  results from the storage and  handling of
solvents, petroleum products, etc.   Additionally, methane is a normal con-
stituent of the atmosphere, the result of natural decomposition processes.
     Hydrocarbons participate in photochemical reactions leading  to  "smog",
but their reactivity varies widely.   It is therefore important to determine
not only the amount of hydrocarbons  present, but also their composition.
Separation into unreactive  hydrocarbons, olefins, paraffins, aromatics  and
aldehydes has been carried  out in the Los  Angeles area and  will be performed
in St. Louis.  Complete analyses of  samples collected in bags  by  means  of a
gas chromatography are scheduled for samples of ambient air in St. Louis.

6.2.5  Oxides of Nitrogen  (NOX)
     Emission inventories of nitrogen oxides constitute a special  problem
since these compounds—particularly  nitric oxide (NO)—are  primarily  formed
by nitrogen fixation during combustion operations.   Their formation  during
combustion is a complex function of  the time-temperature relationships  and

                                     24

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the combustion configuration.   Any nitrogen compounds present in  the  fuel  also
contribute to the formation of nitrogen oxides.   Because of this, the nitrogen
oxide concentration in flue gases cannot be calculated from a theoretical
basis but must be determined experimentally for, at least,  each typical  situa-
tion.  In addition to combustion sources, there  are several  specific  point
sources in the area which emit nitrogen oxides,  usually N0?,  such as  nitric
acid plants.
     As mentioned previously,  the importance of  oxides of nitrogen and hydro-
carbons as pollutants is primarily as participants in photochemical  reactions
where N0? acts as primary light absorber.  These compounds  will therefore  be
of importance to RAPS when a study of photochemical  reactions in  the  atmo-
sphere is carried out.
     Ambient  concentrations of NO,, in AQCR 70 tend to be between  35  ug and
75 yg per cubic meter of air.

6.2.6  Heat Emissions
     The large amounts of energy produced and consumed by a city  eventually
are converted into heat, resulting in a "heat island" which has an effect
on atmospheric stability and thus affects modeling efforts.   A heat emission
inventory is  required for a comprehensive understanding of  this effect in
much the same way as a pollutant emission inventory forms the basis  for an
understanding of the fate of the pollutants.
     Point sources contribute  significantly to the heat emission  inventory,
since a sizeable portion of the energy consumed  is wasted as  stack gases.
Even in highly efficient power plants, about 15  percent of  the energy con-
sumed is wasted at the plant.   In some industrial  operations, such as flares,
all of the heat of combustion  is released to the atmosphere at the plant.
     In a self-contained area  such as St. Louis, not only the waste  heat
turns up as heat emissions, but virtually all of the converted energy as well.
Except for minor amounts of energy stored as chemical energy (e.g.,  in a
primary aluminum plant) or radiated into space as  visible light,  all  other
forms of energy, whether electrical or mechanical, are converted  into heat
                                      25

-------
and released into the atmosphere,  spread out  over the  inhabited area.   Thus,
as a first approximation,  the total  Btu  content of the fuel  used at St.  Louis
can be assumed to be released at either  point or area  sources.   The amount of
heat released by point sources can be  calculated directly from  fuel consump-
tion and known conversion  efficiencies of the power boilers; it can be
verified by stack analysis and measurement of gas volume and temperature,  from
which the heat content can be calculated.
     Since fuel consumption figures are  obtained for other purposes, a program
to calculate heat emission from point  sources can be initiated.  Significant
point sources, defined similar to  pollution point sources, should be treated
individually.  All other sources are assigned to grid squares,  whose total
emission is then estimated.  Power generation is treated separately, since a
large fraction of the waste heat is carried off in cooling water.
                                     26

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7.0  EMISSION DATA ACQUISITION
     A series of sequential steps leads to the eventual acquisition and
recording of point source inventory data for the RAPS inventory.  The steps
are:
     • Survey
     • Classification of Sources into Acquisition Groups
     • Acquisition of Data by:
          1)  Fuel consumption or process data
          2)  Derivation from operational data
          3)  Stack analyses
     • Transformation of Data and Entry into Computer Bank

7.1  SURVEY
     Classically, data for emission inventories are acquired by the use of
questionnaires which are either mailed out or prepared by the interviewer or
inspector on a one-time basis.
     The requirements of the RAPS inventory for hourly measured data for a
period of a year far exceed the normal reporting routine and require special
arrangements with the management of the various facilities.   Thus, personal
contact with the appropriate corporate office by mail, phone and, ultimately,
in person is essential to obtain the necessary cooperation.   The requests
are made for access to data which would provide a basis for calculating
hourly emissions.
     Such data could be
     • stack concentration measurements
     • fuel consumption records
     • process data
     • steam production records
     • power production records

                                      27

-------
These data, coupled with the necessary secondary information,  such as  stack
gas volume, concentration of sulfur in fuel  or in process materials, etc.,
permitted the calculation of the weight estimates of pollutant (e.g.,  SCL)
emitted per hour.
     There are two levels at which the initial information has to be  gather-
ed:
                             • Management level
                             • Operational level
     At the management level, an "agreement in principle" is required;
usually operational personnel is present at these meetings since they  will
later on be involved.  After an agreement is reached, the details of the
data acquisition are worked out with operational personnel.
     For point sources emitting less than 1000 tons/year, as well as those
major sources where detailed data are not available, hourly emissions  have  to
be derived by a model, as discussed further on under 7.3.2.  For these sources,
the following information is necessary.
     1.  Source description
     2.  Work schedule
     3.  Maximum process and space heating loads
     4.  Monthly and shift fuel weighting
     5.  Fuel analysis data

7.2  ACQUISITION OF DATA
     The division of sources of pollutants into major (those emitting more
than 1000 tons per year) and minor (emitting between 100 and 1000 tons/year),
which is based on sensitivity analysis discussed above, produced two broad
categories.  Data from sources in Category 1, the major sources, were to be
collected on an hourly basis to the extent that they were available.   Data
from all other sources, that is the minor ones and those of the larger ones
where detailed data are not available, were to be derived by a modeling or
algorithmic procedures.
     In Group 1 are the utilities and the majority of sources emitting over
1000 tons/year of pollutant, as determined by the initial survey of sources.

                                     28

-------
The data available from these sources permit a direct calculation of the
weight of pollutants emitted any given hour.
     Although sources in Group II contribute only a minor portion of the
overall pollutant load, they may be of considerable significance locally.
Under certain conditions it may become necessary to obtain measured emission
data from some of these sources as a special project.

7.2.1  Fuel Consumption and Process Data
     From the point of view of sampling methodology, there is  no procedural
difference between emission data based on fuel  consumption and data based  on
processing of, for example, a sulfide ore.   In both cases, the hourly weight
of consumed material determines the amount of gaseous discharge.
     From an analysis of existing inventories and discussions  with local air
pollution agencies, it appeared that the 62 point sources emitting in excess
of 1000 tons of S(L per year fell into the following categories (Table 7).
                   TABLE 7.  CLASSIFICATION OF S02 SOURCES

SCC Code
1-01
1-02
3-05
3-xx
Category
Boilers, Electric Generation
Boilers, Industrial
Petroleum Processing
Other Industrial
Number
27
19
11
5

Thus, almost 75% (46) of the 62 sources (including all  of the large ones)  are
boilers; another 17% are concentrated in the petroleum industry.
     Carbon monoxide, another combustion-related pollutant, has quite a
different distribution (Table 3).
                   TABLE 8.  CLASSIFICATION OF CO SOURCES

SCC Code
1-01
3-01
3-03, 3-04
3-06
5-01
Category
Boilers, Electric Generation
Chemical Process
Metal Processing
Petroleum Processing
Incinerators
Number
1
2
6
2
2
                                      29

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Here the largest sources are metal  processing (blast  furnaces,  etc.),  petro-
leum processing (cat.  cracking)  and certain  chemical  processes.
     Particulate emissions are largely related to  boilers;  almost  half of the
emission sources are boilers; another 25% comes from  the  mineral industry
(quarries, cement plants, etc.).   The breakdown is shown  in Table  9.   The
overlap of pollutants from different sources has been indicated in Table  3.
             TABLE 9.   CLASSIFICATION OF SOURCES OF PARTICIPATES
SCC Code
1-01
3-03
3-05
3-06
Category
Boilers, Power
Metal Industry
Mineral Industries
Petroleum Processing





Number
13
4
7
4
TABLE 10. CLASSIFICATION OF NOY SOURCES
A
SCC Code
1-01
1-02
3-05
3-06

SCC Code
1-01
2-01
3-01
3-03
3-06
4-03
4-02
5-01
Category
Boilers, Electric generation
Boilers, Industrial
Industrial - Cement
Industrial - Petroleum
TABLE 11. CLASSIFICATION OF HYDROCARBON
Category
Boilers, Electric Generation
Internal Comb., Turbine
Chemical Industry
Primary Metals - Coking
Petroleum Industry - Processing
- Evaporation
Surface Coating - Evaporation
Municip. Incinerator




SOURCES

(0)
(0)
(1)
(1)
(4)
(11)
(6)
(0)
Number
22
2
1
1

Number*
9
2
4
2
17
44
19
2
*Bracketed numbers are sources in excess  of 1000 tons/year;  unbracketed  are
 sources greater than 100 tons/year.
                                     30

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     The significance of the high percentage of power boilers lies in the
fact that data pertaining to boiler operations are usually well kept and more
readily available than data about process operations.  Since S0? emissions can
be calculated readily from fuel consumption and analysis figures, and the
emissions of other pollutants are closely related to fuel consumption and
operating conditions, the acquisition of hourly fuel consumption data will
go a long way toward the creation of an hourly emission inventory.  For this
reason, considerable emphasis was placed on the acquisition of hourly fuel
consumption (and related data), particularly in the early stages of the RAPS
inventory effort.

7.2.2  Operating Data
     This group includes all  those point emission sources which are either
minor (emitting less than 1000 tons/year) or for which no detailed hourly
data are available.
     The emissions from smaller sources is recorded as annual data, together
with the operating patterns.   The pattern is capable of indicating the
actual  operating hours, operating days (in Julian form) and weekly patterns
by days.  For example, the entry

               D:2-48, 50-184, 186-244, 246-365, W:l-5, H:8-17

denotes the operation of a plant which normally operates Monday through
Friday  (W:l-5), from 8 AM to  5 PM (H:8-17),  but is closed down for New
Year's  (D:l),  Washington's Birthday (D:49),  Independence Day (D:185),  and
Labor Day (D:245).  If an hourly output for a specific hour and day is
requested, the computer will  first make sure the plant was operating that
day, then divide the annual  number by the actual number of hours of oper-
atic for a 5  day week, 9 hours a day operation, less the number of days
when the plant was shut down.

7.2.3  Stack Gas Measurements
     The RAPS emission inventory should ideally contain direct statements of
weight  of pollutants emitted  from each major source as a function of location
for every hour.  The most direct way to acquire this information would appear

                                      31

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to be monitor stack emissions.
     In actuality, emissions (in terms of weight of pollutant) cannot be
directly measured.  Stack gas analyzers only provide a measure of the concen-
tration of the pollutant, thus requiring another measurement—stack gas
volume—before the weight of the emitted pollutant can be determined.  Stack
gas volume, in turn, is not measured directly, but rather is determined by
measuring the gas velocity by traversing the cross-section of the stack.
From the average velocity and the known dimension of the stack, the volume of
the stack gases can be calculated.  In addition, the molecular weight of the
sampled gas has to be determined to obtain the mass flow rate.  Thus, the
seemingly direct and straight-forward approach to the determination of
pollutant emissions by stack analysis actually consists of a number of
measurements, manipulations and calculations, each of which contributes to
the accuracy of the final figure.
     Stack sampling methods for compliance purposes have been standardized.
EPA methods are described in CFR Title 40 (Protection of Environment) as an
appendix to paragraph 60.85.  The methods are:
     Method 1:  Sample and Velocity Traverses for Stationary Sources
     Method 3:  Gas Analyses for C0?, Excess Air and Dry Molecular Weight
     Method 4:  Determination of Moisture in Stack Gases
     Method 5:  Determination of Particulate Emissions from Stationary Sources
     Method 6:  Determination of SOp Emissions from Stationary Sources
     Method 7:  Determination of NCL Emissions from Stationary Sources
     Method 8:  Determination of Sulfuric Acid Mist and S0? from
                Stationary Sources
     Method 9:  Visual Determination of Opacity of Emissions from
                Stationary Sources
     Stack sampling is time consuming and expensive; for this reason, it is
used only to provide a primary calibration of emission factors which are used
in conjunction with more readily accessible data, such as fuel consumption or
processing rates.  The most extensive collection of emission factors is con-
tained in EPA's "Compilation of Air Pollutant Emission Factors" (AP-42) which
is in almost universal use.  Nevertheless, emission factors contained there
are averages and vary widely in accuracy.  They are rated for estimated
                                     32

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accuracy on a scale ranging from "A" to "E", depending on the number and
quality of field measurements on which they are based.
     To insure the accuracy of the RAPS emission inventory, some stack test-
ing was planned.  Such testing should include at least one example in each
SCC category; if budgetary constraints permit, a considerable number of impor-
tant sources should be sampled individually (the SRI report (2) suggests a
total of 65 stack tests).  Tables 12 and 13 show the distribution of the major
sources by SCC categories.
     By combining similar sources and matching categories with actual sources
in the St. Louis AQCR, the following minimum schedule (Table 14) was deter-
mined if at least one installation of each type is to be represented.  The
total of 17 stack tests should really be considered as a "Phase 1" program,
to be supplemented by further tests based on inspection and review of existing
facilities.
     As discussed above, S(L is the one pollutant for which adequate data can
be obtained with only minimal stack testing, at least for those facilities
which do not have any stack gas cleaning (scrubbing) equipment.  At present,
none of the boilers are equipped with such scrubbers; experimental work is
being conducted with a "Catox" unit at the Wood River power plant.
     Though fuel consumption and process data are potentially capable of pro-
viding quite accurate SCL emission figures, sampling for sulfur analysis has
to be adequately performed.  Practices vary widely; some plants have contin-
uous, automatic samplers, but these are located at the coal-pile end of the
conveyor system.  Since there are usually storage bins in the boiler-house
itself, there is an 8 to 12 hour lag between the sample and the material
burned.  Most plants sample only internn'ttently--once a shift, once a day,
even once for each barge.  Fortunately, the sulfur analysis of coal does seem
to be fairly constant (about ^ 10%).  A statistical evaluation of the
sampling procedures is planned; the cime lag will be incorporated in the
calculations.
     Accurate data for NCL hev_ to L. Lased alnr.st wholly on stack testing.
The EPA  'mission factors spa  - rang^ of 3 to 5T pounds of NOY pe<" ton of
                                        •t                    A
coa.,  -  AO to 105 pounds o+  Ov ~?r  '0  gallo   of oil.
                                A
                                      33

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TABLE 12.   DISTRIBUTION OF LARGE SOURCES IN THE ST.  LOUIS AQCR BY SCC CODES
                        External Combustion Boilers
SCC Code
1-01-002-01
1-01-002-02
1-01-002-03
1-01-002-03
1-02-002-01
1-02-002-02
1-02-002-04
1-02-002-09
1-02-004-01
1-02-004-02
Description
Elect. Gen., Bitum. Coal,
> 100 x 106 Btu/hr.


Industrial, Bitum. Coal,
> 100 x 106 Btu/hr.


Residual Oil
Residual Oil
Pulv., wet
Pulv., dry
Cyclone
Stoked
Pulv., wet
Pulv., dry
Stoked
Stoked


Number
7
14
4
1
1
3
5
5
4
1
                                     34

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TABLE 13.   DISTRIBUTION OF LARGE SOURCES IN THE ST. LOUIS AQCR BY SCC CODES
                    Process Heaters & Processing Emissions
SCC Code
3-01-023-99
3-01-999-99
3-03-010-01
3-04-004-03
3-06-001-03
3-06-001-14
3-06-002-01
3-06-999-98
Description
Industrial Process Chemical Mfg. H2S04-Contact
Miscellaneous*
Lead Smelter
Secondary Metal Lead Smelter
Petroleum Ind. Process Heater, Oil
, Gas
Fluid Crackers
Miscellaneous
Number
2
2
1
1
2
4
4
1
'using  special  emission  factors
                                     35

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TABLE 14.   MINIMUM TEST SCHEDULE
A. POWER GENERATION
Equipment
Ext. Combust. Boiler
M n ii
n n n
M n n
Minimum No. Suggested
Fuel Firing Mode of Tests Location
Bitum. Coal Stoked 2 Monsanto
" Pulverized 2 Wood River-
Labadie
Cyclone 2 Sioux-Baldwin
Oil 1 Shell Oil
7
B. INDUSTRIAL SOURCES
Industry
Chemical Industry

Prim. & Sec. Metals
Petroleum


Minimum No. Suggested
Type of Tests Location
Sulfuric Acid 1 N.L.
Miscellaneous 2 Monsanto-Anlin
2 St. Joseph
Heaters 2 Shell -Amoco
Crackers 2 Shell -Amoco
Others 1 Amoco
10
               36

-------
8.0  DATA HANDLING
     As indicated in Section 7.2.1, emission (or emission related) data are
provided in many different forms, ranging from computer printouts to strip
or circular charts.   The raw data have to be tabulated in appropriate form
before entry into the RAPS computer bank.
     A data handling system (System 2000) had been selected which is capable
of storing data elements of variable length in repeating groups.   The re-
peating groups define the structure for storing multiple sets of data values
and link the hierarchical levels.
     Data preparation forms will  be designed to aid the data clerk in the
structuring of the data and to make it easier to use the correct syntax.   It
will  not be possible, however, to depend only on well-designed data prepara-
tion  forms for data  quality because the content as well as the form of the
data  must be verified.
     Data verification  can be carried out in part by the data management
system, using a preliminary storage file which can be verified,  proofread
and corrected before the data manager decides that it is accurate enough  to
merge into the main  file.
     A detailed instruction sheet has to be prepared for each data sheet  for
the guidance of the  data clerk.   This sheet stipulates the units (if not
indicated on the original record) and specifies the manipulations, if any,
which had to be performed to obtain hourly data which could be fed into the
computerized RAPS inventory.  In order to avoid human error as far as possible,
only  a minimum of handling will  be carried out.  For example, data will be
recorded in whatever unit they were supplied and the units made  part of the
record.  Transformation into standardized units could then be performed by
the retrieval program to meef the specific needs of the user.
                                      37

-------
     For most actual  sources,  the  values  stored will  be  consumption  or other
source data, rather than measured  values  of emission.  The  format was to
accommodate emission or consumption  data.   For those  sources  for which there
are no direct emission data, emissions  must be calculated using emission
factors.  The emission inventory software system will  be capable of  assessing
the consumption data element,  refer  to  the appropriate code,  look up the
emission factor, and compute the emission values for  each specified  set of
pollutants.
                                     38

-------
B.  RAPS POINT SOURCE EMISSION INVENTORY
                   39

-------
1.0  DATA ACQUISITION

    As outlined in the methodology,  hourly measured data of emission related
parameters were required for all  major sources.
    To test the feasibility of this  approach, appropriate officials of nine
of the 15 companies emitting more than 1000 tons/year (shown in Table 3) were
contacted and interviewed.   These included Union Electric, Illinois Power,
St. Joseph Lead, Alton Box  Board, Laclede Steel, f'tonsanto Chemicals, Anheuser-
Busch, Shell Oil Company, and Amoco  Oil.   These  nine companies were responsible
for over 90% of the total S02 emitted from point sources in the St. Louis area;
this included the utility companies, who  were emitting approximately 85% of
all the SOp in the area.  All but two agreed to  supply the necessary hourly
data to RAPS (later on, information  was obtained from these companies, too).
Thus, even if the percentage of cooperation of the smaller companies should
drop off, it appeared that  measured  data  for at  least 90% of the total
emission of S0? would be available.   The  accuracy of these data is  of the
order of the accounting procedures used by the companies, which is  higher
than that of chemical analysis.

1.1  MAJOR AND MINOR SOURCES
    Ultimately, hourly data were obtained from 14 companies, annual data
from another 85.  The breakdown  is shown  in Tables 15 and 16.   Figure 4
shows the location of the major sources in the St. Louis area.  Appendix B
lists the Plant and Point ID's and SCC codes for the sources in RAPS con-
taining hourly data and annual work  patterns.
    The following information was then secured at the operating level:
    1.  Source Description:  address, location (by UTM coordinates), type
        of operation (SIC and SCC Codes), etc.  Most of this information
        was available in the NEDS printout but had to be verified (partic-
        ularly location, which should be  to +_ 0.01 km).

                                      40

-------
TABLE 15.  HOURLY POINT SOURCE SUMMARY
Companies

14
Locations

22
Number of Point Sources
Part.
113
so2
146
NOX
113
HC
113
CO
82
Heat
113
TABLE 16.  ANNUAL POINT SOURCE SUMMARY
Companies

85
Locations

92
Number of Point Sources
Part.
204
so2
128
NOX
121
HC
285
CO
123
Meat
132
                   41

-------
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     2.  Data:  pollutant concentration in stack, quantity and type of fuel
         burned, amount of steam or power produced, fuel analysis, process
     3.  Collection of Data:  data collection was arranged so as to minimize
         the effort required by the affected companies.  Data were usually
         mailed to Rockwell once a month.
     The actual data obtained covered a wide range of formats, from computer
printouts of hourly fuel consumption to strip and circular charts, and even
entries in logbooks.  As an example, Figure 5 shows a computer printout for
the Baldwin Power plant, which gives hourly coal consumption figures.
Figure 6 shows load data in megawatts for each boiler.  Figure 7 shows a
steam abort for an industrial boiler.  Figure 8 gives a tabulation of S0?
concentration values for a sulfuric acid plant.  Figure 9 gives a daily log
for a refinery boiler which used several types of fuel.

1.2  INDUSTRIAL AREA SOURCES
     Major Stationary Point Sources include all sources which individually
contribute more than about 0.1% of the total emissions of a given pollutant;
Minor Sources, for which less detailed data were obtained, includes sources
emitting more than 0.01% of a given pollutant.
     The remaining point sources were assigned to the appropriate grid square
and considered part of the Area Source inventory.  However, since no reason-
able distribution function for those small industrial sources could be
developed, they were actually treated similarly to "minor sources", that is,
annual  operating data and individual emission data were obtained for all of
these sources.   For this reason, they are included in this report.
     The first step in inventorying these sources consisted of the preparation
of a cross-referenced list of the companies involved.  This was followed up
by actual contact with the appropriate officials to obtain current consump-
tion or process rates as well as work patterns.
     For the purposes of the industrial area emission inventory a source is
an n'ndividual company.  By the term "company" is meant a plant location of
industrial character which is treated as a separate entity.  Annual 1975
                                      43

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                                             48

-------
information on fuel  usage, incineration, paint and solvent usage,  and pro-
duction was obtained from the companies.  Emissions of each of the five
criteria pollutants  were calculated using the 1975 data along with AP-42
emission factors.   Also, each of the companies was assigned to a grid square
after determination  and verification of its DIM coordinates.
     In three cases  where data was unobtainable due to lack of cooperation  of
the companies involved, Illinois EPA Emission Inventory (IEI), or Missouri
Emission Inventory (MEI) data from 1973 were used to calculate emission.
Those cases are identified by an asterisk in Table 17, which  lists all
companies included in the inventory, its grid square location and total
pounds of emissions  of each of the five criteria pollutants.   As a starting
point for the inventory, IEI and MEI were consulted, using the numerical
criteria shown in  Table 18 for placing a source in the industrial  area
category.

           TABLE 18.   EMISSION LIMITS FOR INDUSTRIAL AREA SOURCES

PARTICULATES               SOV           NOY           HC           CO
                             A             A
1
-------
TABLE 17.   ANNUAL EMISSIONS FROM INDUSTRIAL AREA SOURCES
COMPANY NAME
A. B. Chance
Transformer Works
Washington, Mo.
Beall Tool Mfg.
Div. of Varien
Corporation
East Alton, 111.
Coates Steel Prod.
Granville, 111.
Continental Can
Plant*
2419 Lemp
St. Louis, Mo.
Corn Sweetners
Granite City, 111.
Drug Package, Inc.
0' Fallen, Mo.
East St. Louis
Castings Co.
East St. Louis,
Illinois
Eaton Corp.
Washington, Mo.
Excelsior Foundry
Belleville, 111.
Gilster-Mary Lee
Chester, 111.
G & S Foundry
Freeburg, 111.
Havin Material
Service
St. Clair, Mo.
GRID
SQUARE
#39
#1240
#1795
#958
#1128
#2034
#1252
#2011
#1561
#1579
#1584
#2022
EMISSIONS (LBS)
PART SOX NOX HC
111 110 742 107,446
1,356 4,192 12,421 502
11,730 42,182 51,720 2,406
000 6,000
417 25 9,591 125
540 32 28,170 162
2,023 000
1,910 000
410 1,562 1,650 83
48 3 576 14
509 454 480 24
2,702 0 0 0
CO
98
2,099
3,988
0
709
918
1,725
0
110
82
136
0
                                                        (continued)
                            50

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TABLE 17 (continued)
COMPANY NAME
Havin Material
Service
Sullivan, Mo.
International
Shoe Company*
St. Clair, Mo.
J. C. George
St. Clair, Mo.
Jennison-Wright
Corporation
Granite City, 111.
Kell wood Co.
Finishing Div.
New Haven, Mo.
Kohen Concrete
Products
German town, 111.
Kurtz Concrete
St. Charles, Mo.
Mac! ay Concrete
Festus, Mo.
Mascoutah Grain
and Feed
Mascoutah, 111,
Masters Bros.
Sand Co.
Pevely, Mo.
Micro Alloy
Corporation
O'Fallon, Mo.
Missouri
Meerschaum
Washington, Mo.
GRID
SQUARE
#2002
#2022
#56
#1128
#3
#1768
#2126
#467
#1637
#292
#2034
#47
EMISSIONS (IBS)
PART SOX NOX HC CO
2,366 0000
465 1,761 1,920 93 124
00000
7,576 3,956 8,844 6,792 9,102
180 108 2,160 54 306
1,506 0 0 0 0
11,000 0000
7,200 0000
13,702 0000
4,000 0000
167 10 2,004 50 284
262 2,685 34 23,876 46
                                       (continued!;
          51

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TABLE 17 (continued)
COMPANY NAME
Missouri Portland
Loading Terminal
St. Louis, Mo.
Mon Clair Grain
St. Clair County
Belleville, 111.
Mon Clair Grain
Waterloo, 111.
National Mine
Service
Nashville, 111.
New Baden Grain
Company
New Baden, 111.
Peavy Flour Mills
Alton, 111.
Permaneer Corp.
Union, Mo.
Pre-Coat Metals
St. Louis, Mo.
Koesch Enamel Mfg.
Belleville, 111.
Ruprecht Quarry
Lemay, Mo.
St. Louis Grain
Corporation
Duncan Street
St. Louis, Mo.
Washington Metal
Products
Washington, Mo.
GRID
SQUARE
#972
#1484
#1146
#1829
#1714
#1020
#2015
#852
#1511
#744
#858
#59
EMISSIONS (LBS)
PART S0y NOY HC
A A
1,800 000
16,977 000
15,400 000
0 0 1,500 750
6,616 000
12,750 000
600 593 4,011 15,100
3,400 204 40,800 16,700
1,780 107 40,940 534
48,000 000
179 0 0 0
1,080 4,090 4,320 216
CO
0
0
0
2,500
0
0
531
5,780
3,026
0
0
288
                                      (continued)
          52

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TABLE 17 (continued)
COMPANY NAME
St. Louis Grain
Corporation
Foot of E. Grand
St. Louis, Mo.
St. Louis Grain
Corporation
Cahokia, 111.
St. Louis Steel
Casting
St. Louis, Mo.
Spartan Alum-
inum Products
Sparta, 111.
Sterling Steel
Casting Co.
Sauget, 111.
Sunoco Petroleum
255 E. Monroe
Kirk wood, Mo.
Sunoco Petroleum
1252 E. Road
Manchester, Mo.
Thompson Asphalt
Alton, 111.
Trautman Quarry
Pevely, Mo.
Troy Grain Co.
Troy, 111.
Vitro Products*
St. Louis, Mo.
Weber, Inc., Fred
O'Fallon Plant
O'Folloi 3 Mo.
GRID
SQUARE



#1008


#997


#849


#2448


#1095


#404


#789

#2281

#355

#1624

#1072


#118
EMISSIONS (LBS)
PART SOV NOV HC
A A



1,607 000


535 0 0 0


13,520 0 2,080 0


6,840 000


1,414 988 5,460 162


000 4,105


0 0 0 728

7,025 4 870 22

13,336 000

4,300 000

000 22,400


3,250 5,680 6,000 300
CO



0


0


0


0


697


0


0

123

0

0

0


400
                                     (con4"in, -i
       53

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                           TABLE 17 (continued)
COMPANY NAME
Weber, Inc., Fred
Festus Asphalt
Plant
Festus, Mo.
Weber, Inc., Fred
South Asphalt Plant
Lemay, Mo.
Weber, Inc. , Fred
North Asphalt Plant
Creve Coeur, Mo.
Western Litho
Plate
St. Louis, Mo.
Wirco Castings,
Inc.
New Athens, 111.
GRID
SQUARE
#467
#2245
#2147
#281
#1683
EMISSIONS (IBS)
PART SOV NOV HC CO
A A
3,590 6,305 6,660 333 444
13,230 41,350 43,680 2,184 2,972
16,565 93 18,600 465 2,635
240 14 2,880 72 96
1,050 0000
TOTALS - Ibs.
       - Tons
265,264   116,508   298,113    211,698     39,219
    133        58       149        106         20
* ASTERISK INDICATES DATA DERIVED  FROM  STATE AGENCY  INVENTORIES
                                     54

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1.3  EMISSION FACTOR VERIFICATION STUDIES

1.3.1  Background
     Emission estimates are based on consumption or production figures from
which emissions are calculated using an emission factor.  Emission factors
are averaged numbers relating emissions to consumption or process data.  In
some cases, the relationship is direct and relatively uncomplicated.  For
example, for every ton of bituminous coal burned, a total of 38S^ pounds of
sulfur dioxide is produced, where S^ indicates the sulfur content of the fuel,
on a weight percent basis.  Thus, if a plant burns 100 tons of 3% sulfur coal
per hour, it emits

                            100 x 38 x 3 = 11,400

11,400 Ibs of S02 per hour.  Since in this particular case the sulfur is
contained in the fuel  and is converted virtually completely (95%) to S0?, the
numbers resulting from the use of the emission factor are quite accurate and
reliable.
     If, on the other hand, we wish to determine the amount of oxides of
nitrogen produced by the same operation, a somewhat different situation
ensues.  The emission factor for a boiler burning bituminous coal, as given
in the EPA publication AP-42 "Compilation of Air Pollution Emission Factors",
varies with both boiler type and size, from 6 to 55 Ibs. of NOv per ton of
coal.  This is because the factors affecting NO,, production include flame
and furnace temperature, residence time of the combustion gases, rate of
cooling, amount cf excess air, as well as the amount of nitrogenous com-
pounds in the fuel.  Thus, the emission factor of 18, which is applicable
to a pulverized coal boiler of this size, is an averaged value.  Actual
values may depart significantly from the numbers obtained by such a factor.
     In order to improve the accuracy of the emission inventory gathered at

                                      55

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St.  Louis, a number of representative sources  were  sampled  and  their  stack
effluents analyzed.  An attempt was made to encompass  a  wide  variety  of the
larger point sources:  large and medium sized  power plants  burning  coal, fuel
oil  and gas; industrial boilers of different types  and sizes; and industrial
operations, such as catalyst recovery units in a petroleum  refinery,  and
cement kilns, known or suspected of being major sources  of  pollution.
     The following sources were sampled in 1975 and 1976:
     Illinois Power's Wood River Power Plant,  Uood  River,  Illinois
          Boiler No. 1, operated on gas
          Boiler No. 1, operated on fuel oil
          Boiler No. 4, operated on coal
     Highland Power Plant, Highland, Illinois
          Boiler No. 3, operated on coal
     Stag Brewery, Belleville, Illinois
          Boiler No. 1, operated on coal
     General Motors Assembly Plant, St. Louis, Missouri
          Boiler No. 2, operated on coal
     Amoco Refinery, Hartford, Illinois
          Boiler No. 6, operated on oil and gas
          Catalyst Regeneration Unit
     Chrysler Motors Assembly Plant, Fenton, Missouri
          Boiler No. 1, operated on gas
     Owens - Illinois Glass Company, Alton, Illinois
          "A" Glass Furnace, operated on gas
     Alpha Portland Cement Company, Affton, Missouri
          Cement Kiln, wet process, coal-fired
     U.S.S. Agri-Chem, Crystal City, Missouri
          Hitric Acid Production Unit
     General Motors Assembly Plant (Re-test),  St. Louis, Missouri
          Boiler No. 2, operated on coal
In Appendix B is a list of Plant and Point ID's and SCC  codes for which source
test emission factors are being used in the RAPS inventory.
                                      56

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1.3.2  Test Methods
     In general, the test methods specified in the Appendix of Part 60, CFR
Title 40, "Standards of Performance for New Stationary Sources" were used.
The methods include:

     Method 1 - Sample and Velocity Traverses
            2 - Determination of Stack Gas Velocity
            3 - Gas Analysis of C02, Excess Air and Dry Molecular Weight
            4 - Determination of Moisture in Stack Gases
            5 - Determination of Particulate Emissions
            6 - Determination of S0? Emissions
            7 - Determination of Nitrogen Oxide Emissions
            8 - Determination of Sulfuric Acid Mist Emissions

1.3.3  Results and Discussion
     Serious problems were encountered with stack gas velocity measurements
using Method 2.  Using mass balance methods as a check, it became apparent
that the values obtained with an S-type Pitot tube, used in accordance with
Method 2, were high by amounts ranging from 8 to 78 percent.   Reproducibility
was adequate, and repeated calibration of the Pitot tube indicated that
correct readings were obtained.  A careful check of the literature indicated
that high readings had been observed by other investigators.   Burton (7)
indicated that values of 104 to 150% of the rated value can be obtained.
Grove (8) presented data indicating that, (a) significant errors are always
positive, and (b) they can be very large.  The most common source of errors
is due to cyclonic flow, unfortunately a fairly common occurrence in power
plant stacks, where "double entry" stacks (two boilers feeding one stack)  are
frequently used.
     A comparison of measured and calculated flows is shown in Table 19.  The
flow rate was calculated from known fuel consumption, fuel composition and
excess air data.
                                      57

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           TABLE 19.   COMPARISON OF MEASURED* AND CALCULATED** FLOWS
     Location                              Flow, SCFH

                                   Measured          Calculated
Wood River #1
Wood River #4
Highland Power
Stag Brewery
Monsanto
General Motors
10,086.750
17,981,280
1,386,070
1,394,990
1,687,655
1,598.005
8,237,263
13,089.200
910,920
782,900
1,563,000
1,434,847
+22.5
+37.4
+52.2
+78.2
+ 8.0
+11.4
     *   Using S-type Pitot tube, EPA Method 2


     **  Based on stoichiometry and excess air




     One way of ascertaining the correctness of the data is by comparing the


mass flow S02 calculated from fuel  consumption and sulfur analysis of the


fuel, on one hand, with the value obtained from stack gas flow and analysis,


on the other.  The former is calculated according to Equation 1




     W,n  = Wr x 38 x S  ,                                       (1)
      OUo    V*



where



     WQn  - weight of S09 produced, Ibs/hr
      bU2               L



     W    - weight of coal consumed, tons/hr



     S    - % sulfur in coal, dry basis




This value should be equal to one obtained from Equation 2




      cr\  ~ ^cn  ^ We  '
      bUp    oU?    b



where



     Ccn  - Concentration of S09 in stack gas, Ibs/SCF
      bU2                      i



     Qs   - Stack gas flow rate, SCF/hr
                                     58

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For example, the flow rate for Boiler #4 at Wood River was calculated thusly:

Assumed combustion reactions:
     (1)  C + 02 -* C02
     (2)  2 H2 + Q9 -> 2 H20  (Excluded from calculation for dry flue gas)
     (3)  S + 02 + S02
     (4)  Oxidation reaction uncertain
Composition of Coal
                                                    Oxygen Required for
                    Lb-mols/100 Ibs Coal            Combustion, moIs
Combustion Reaction
C
H2
S
°2
N2
H^O (moisture)
Ash
Chlorides
61.43%
4.38%
3.21%
9.67%
1.11%
11.82%
8.55%
0.02%
5.12
(2.19)
0.10
0.30
0.04
(0.66)


(1)
(2)
(3)

(4)
(2)


5.12
(1.09)
0.10
-.30
-
-


              100.19%                                           6.01 mols
                                                                      oxygen
                                    Average Excess Air:  40%    2.40
                                    Total                       8.41
                            Corresponding Nitrogen @ 3.76 x 02 31.77

Dry flue gases per 100 Ibs.  coal, Ib-mols:
C02 + S02 + 02 +
                         + Air Nitrogen
     5.12 + 0.10 + 2.40 + 0.04 + 31.77 = 39.43 lb-mols/100# coal
               SCF
Ib-mols x 386
              Ib-mol
                = SCF
39.43 x 386 = 15,220 SCF/100# coal
@ 43 tons coal/hr. = 13,089,200 SCFH
                                      59

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     A comparison of results is shown in Table 20.   As can be seen  from Table
20, the values obtained using flow rates based on mass balance show a  much
better agreement with values obtained from emission factors,  than those based
on Pitot measurements.

       TABLE 20.  COMPARISON OF S02 EMISSIONS BASED ON CALCULATED AND
                             MEASURED FLOW RATES
Location
       WSQ  - Weight of S0? Produced, Based on

AP-42 Emission Factor  Calculated Flow  Measured Flow
Wood River #1 (oil)
Wood River #4
Highland Power
Stag Brewery
General Motors
153 Ibs/hr
5245
414
75
479
178 Ibs/hr
5104
433
82
472
217 Ibs/hr
7035
658
125
546
     For this reason, calculated flow rates were used whenever there was an
indication of non-linear flow in the stack, as indicated by the fact that
turning the Pitot tube 90° on axis did not give a zero reading on the manom-
eter.
     Using the most reliable available results, experimental emission factors
were calculated for S02> NOX, CO, HC, and particulates for the sources tested.
These emission factors are compared in Table 21 with the standard emission
factors from AP-42.
     Even though relatively few source tests have been run, certain conclu-
sions can be drawn from the results obtained:
     1.  Determinations of stack gas volumes according to EPA Method 2 is
         uncertain.  Incorrect results are obtained in a high number of
         cases, since the basic assumption of laminar flow, parallel to
         the walls of the stack, frequently does not occur.
     2.  Engineering calculations of mass flow, based on ultimate analysis
         of the fuel and determinations of the excess air in the stack gases,
         give reasonably accurate results.  This is confirmed through sulfur
         balance calculations.   For example, the average experimental
                                     60

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-------
         emissions  factors  for SQ^  for  coal  burning  installations  come  out
         to 38.755^ compared with  385^ suggested  in AP-42.
     3.   The emission  factors  in  Table  21  are applicable  only  to the  specific
         installations for  which  they were obtained.   However, definite
         patterns appear to exist,  which  seem to have  more general  validity:
         a)  Emission  facotrs  of  NOw for  large  combustion sources  (utilities)
             appear to be too  high  by a variable, but  substantial,  margin.
             The experimentally obtained  factors range from a  low  of  7.7% to
             72% of the applicable  AP-42  factors.   For smaller sources  good
             agreements were obtained.
         b)  Experimental emission  factors for  particulates similarly vary
             from 8 to 58%  of  the applicable AP-42  factors for instal-
             lations which  do  not have  precipitators.   In the  presence
             of the latter, their assumed efficiency becomes the  deter-
             mining factor.
         c)  Hydrocarbon and CO emissions, which are rather insignificant
             for combustion sources, have also  been  found to be less  than
             those suggested by the AP-42 factors.

1.3.4  Sulfuric Acid Mist
     An alternate method was used for determining sulfuric acid mist.  The
current standard method for SCL in  stack  gases  is EPA Method 8 (CFR 40, 60.85,
Appendix-Test Methods).  In this  method,  the sample  of stack gases is drawn
through a series of impingers.  The first impinger  contains 100 ml of 80%
iso-propanol; the second and third  100  ml  of 3% hydrogen  perioxide.  There is
a filter between the first  and second impinger  to retain  entrained particu-
lates.  The contents of the impingers are analyzed  for sulfate using  the
barium perchlorate-thorin method.
     Recent work cast  doubts on both accuracy  and reproducibility  of  Method
8.  The method assumes that only  S03 (sulfuric  acid mist) will be  retained
in the first impinger  and filter  (both  of which are  analyzed together).
However, Hillenbrand (9) found that substantial amounts of S0? are retained
in the first impinger, some of which is subsequently oxidized to  SO.,, thus

                                     62

-------
contributing to high results.  For this reason a different technique was
used, which was first described by Goks^yr and Ross (10) and subsequently
verified by Lisle and Sensenbaugh (11).  This method is generally referred
to as the Shell method, as it was developed in their laboratories.   The
method is based on the condensation of sulfuric acid mist at temperatures
below its dew point (but above the dew point of the water) in a condenser
backed up by a fritted glass filter (Figure 10).   The condensate is washed
out and titrated.
     Data presented in references 10 and 11 indicate that adsorption of SO-
is essentially complete, repeatability is excellent, S0? in concentrations
up to 2000 pprn does not interfere, and a precision of +_ 0.3 ppm of SO., can
be readily attained.
     The method was then evaluated in our laboratories.  The results of the
evaluation indicate an average 100.1  +_ 6.5% recovery with no significant
interference from any of the variables tested (12).
     The gas sampling train consists  of water-cooled coil condenser maintained
below the dew point of sulfuric acid at 140°-194°F, followed by a fritted
glass plate and chilled impingers containing an isopropanol and hydrogen
peroxide mixture, followed by an impinger containing silica gel  for drying.
This setup is shown in Figure 11.
     The condensed sulfuric acid mist in the coil  condenser is water washed
from the condenser.  The final determination is made by titrating the solu-
tion with barium chloride, using a thorin indicator.  Isopropanol is added
*"3 the solution to improve the rapidity with which the barium sulfate pre-
cipitates during titration.
     Sulfur dioxide in the gas sample is oxidized to sulfur trioxide in the
impingers containing the hydrogen peroxide.  Sulfur dioxide is then deter-
mined by titrating the hydrogen perioxide solution with barium chloride,
using a thorin indicator.
     The SO., concentrations of large and small boilers were investigated
first.  The concentrations ranged from 2.7 to 44.3 ppm, well within the range
indicated by other investigators.  As indicated in Figure 12, there appears
                                    63

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                                       Stopper
Gas Sample
   In


 Spherical
  Boll
  Joint
                                        Spiral  Tube
       Grade 4
       Sintered
       Glass
       Disc
                                             Gas Sample
                                                Out
FIGURE 10.    SULFUR  TRIOXIDE COLLECTOR
                        64

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REVERSE-
TYPE
PITOT TUBE
                      1'' i
                  VELOCITY
                  PRESSURE
                  GAUGE
                  ORIFICE
                  GAUGE
                FIGURE  11.   SULFURIC  ACID MIST  SAMPLING TRAIN
                                        65

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so
3 H
2 -
1 —
                    I
                   4
 I
10
12    °7o  02
 FIGURE 12.  PERCENTAGE CONVERSION OF S02 TO S03 IN UTILITY BOILERS
                                  66

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to be a marked dependence on excess oxygen.  The percentage of SCL increased
with increasing oxygen up to about 9%, then dropped rapidly.  This may be
due to the cooling effect of large amounts of excess air.  There did not
seem to be any correlation with the sulfur content of the fuel nor did there
appear to be any marked effect of boiler capacity on the amount of concen-
tration of SO., produced.  Data are presented in Table 22.
     The RMS average SO, emission appears to be about 1.85% of the SCL emis-
sion.  This factor will be incorporated in the data handling system output
program, which will report SCL emissions based on the corresponding SCL
emissions.  Using the current figures for SCL, this amounts to an annual
emission of 22,585 tons of SCL per year for the St. Louis AQCR.

1.3.5  Particle Size Distribution
     Particle size testing was performed with an Andersen Stack Sampling
head coupled with the apparatus used for the standard EPA method for particu-
lates.   The Andersen is a fractionating inertial impactor which separates
particles according to aerodynamic characteristics.
     The Mark II sampling head consists of a stainless housing plate holder
and nine jet plates.  The plates have a pattern of precision-drilled orifices.
The nine plates, separated by 2.5 millimeter stainless steel spacers, divide
the sample into eight fractions or particle size ranges.   The jets on each
plate are arranged in concentric circles which are offset on each succeeding
plate.   The size of the orifices is the same on a given plate, but is smaller
for each succeeding downstream plate.   Therefore, as the sample is drawn
through the sampler at a constant flow rate, the jets of air flowing through
any particular plate direct the particulates toward the collection area on
the downstream plate directly below the circles of jets on the plate above.
Since the jet diameters decrease from plate to plate, the velocities increase
such that whenever the velocity imparted to a particle is sufficiently great,
its inertia will overcome the aerodynamic drag of the turning airstream and
the particle will  be impacted on the collection surface.
     The Mark III  is identical to the Mark II except the location of the
offices in the plates have been modified to permit the use of a special
rillection substrate (glass fiber in our tests).  This permits lighter tare
                                      67

-------
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                                         68

-------
weights for gravimetric analyses and a collection of material for chemical
analysis.  Figure 13 illustrates the Andersen sampling head and an exploded
view of the plate holder and plates.
     At one location fourteen tests were performed to evaluate variations
of testing methods consisting of placing the Andersen in-stack, out of stack
(in oven), using Mark II plates and Mark III plates with filters.  The main
objective of these tests was to arrive at a testing arrangement to be used
on all subsequent tests.  However, there was no clearcut single method which
proved better than the other.  Each of these methods has its advantages which
may make it desirable for any one individual test.
     Sampling in the stack avoids any problems with extracting a sample and
having some of it deposited in the probe.  Also, the sample head is at the
same temperature as the stack gases which avoids any problems of condensation.
In-stack sampling, however, means the impaction surface is vertical and is
subject to having the sample dislodged in handling.  When sampling must be
done vertically in a duct, from the top down, this method cannot be used.
     Sampling with the Andersen sampler in the sample oven at the end of a
heated probe affords much better handling.   The sample head can be kept
vertically with the plates horizontal at all times.  The sample head can be
clamped in place and not threaded on to the probe, thus minimizing handling.
     Isokinetic sampling rates can be determined more readily when the
Andersen sampler is in the oven since the probe in the stack has a Pitot
attached.  There are two problems with sampling this way:   (1) the oven can
be heated only to 350°F, which may not be as high as the temperature in the      r
stack; and (2) larger particles tend to be deposited in the probe, which
lowers the weight of the deposit on the first two plates.
     Parallel  sampling with both the Mark II plates and the Mark III plates
with filters indicated that there was no significant difference in the weight
of sample obtained or the size distribution between these two methods.   If
the Mark II model is used, the number of tests is limited by sets of plates
available.  With the Mark III plates and filters more runs can be performed
by changing the filters between runs with the available time being the only
                                                                               Jife
constraint on the number of runs.  More care must be taken in assembling the

                                      69

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AIR FLOW
               FIGURE 13.   ANDERSEN STACK SAMPLER
                               70

-------
Mark III, since the filters are pre-cut to match the plates and must be
properly aligned to avoid blocking any holes.
     As a result of these comparison tests, it was decided that testing
would be performed with the Mark III plates and filters and that the
Andersen sample head would be placed in the oven for ease in handling
and subsequent analysis.*

                   TABLE 23.  PARTICLE SIZE DISTRIBUTIONS
Source

111. Power - Wood River
Highland Electric
Stag Brewery
General Motors
Amoco
Owens Illinois
Alpha Cement
SCC Code

1-01-002-02
1-01-002-08
1-02-002-05
1-02-002-09
3-06-001-02
3-05-014-01
3-05-007-05
Weight
>7y
22.5
26.6
37.4
14.3
13.9
5.0
29.0
% vs.
3-7y
22.8
18.9
16.0
24.4
0.9
8.0
38.4
Particle Size
l-3y
18.5
10.0
7.6
18.5
22.0
41.0
14.2
0.5-ly
8.3
12.7
18.3
9.2
18.3
34.2
8.4
<0.5y
27.9
31.8
20.7
33.6
36.4
11.0
10.0
     Most measurements at boiler stacks indicate a bimodal  distribution,
one peak at 3-7 micron and the other at less than 1  micron.   The test of  a
glass furnace at Owens - Illinois,  however, indicated a single peak at
approximately ly.
       re details, see Reference 12.

                                     71

-------
                             2.0  DATA HANDLING

     The RAPS emission inventory is  ultimately stored in the memory banks of
a Univac 1110 computer at the National Environmental  Research Center at
Research Triangle Park, N.C.  A "System 2000" data management system is used.

2.1  CODING PROCEDURES
     The input and output programs were designed to be similar to the National
Emission Data System (NEDS) format.   In the RAPS data handling system, no
actual emission data are recorded and stored (with a few exceptions).  Instead,
the files contain fuel consumption or process data, which are converted to mass
emission by appropriate manipulation as part of the output program.  The
advantage of this system is its flexibility, since new or additional emissions
factors can be added without disturbing the data base.
     The data were received, usually once a month, in a variety of forms.  An
instruction sheet is made up for each source, which details the entry method
(see Appendix A).  A uniform coding form is then made out, which serves as a
basis for the keypunchings of computer cards.
     Five different types of input cards are used:  Type^ I is used to record
hourly fuel consumption process information data.  Type II is for recording
stack gas pollutant concentration and stack gas volumes; hourly values of
concentration and flow are on alternate fields.  Type III is used to record
the annual data and corresponding patterns of minor sources.  Type IV is used
for non-criteria pollutants (annual  data).  Finally, Type V is used for the
recording of special emission factors for non-criteria pollutants, heat
emission, etc.  The various coding forms are shown in Figures 14 - 17.
     The following information is recorded:
                                      72

-------
Card 1
     STATE CODE
     COUNTY CODE
     PLANT ID
     PLANT NAME
     STREET ADDRESS
     ZIP CODE
     SIC
     OWNERSHIP CODE
Card 2
     STACK ID
     UTM ZONE
     UTM COORDINATES
     AREA ID
     TEMPERATURE
     STACK HEIGHT
     BOILER DESIGN CAPACITY
     STACK DIAMETER
     FLOW RATE
Card 3
     CONTROL EQUIPMENT AND EFFICIENCY
       FOR ALL CRITERIA POLLUTANTS

Card 4

     POINT ID
     FUEL HEAT CONTENT
     SULFUR
     ASH
     ESTIMATION METHOD
     POLLUTANT
     UNITS
     TIME INCREMENT
     START DATA
     START HOUR
     STOP DATE
     STOP HOUR
     THERMAL EFFICIENCY
     SCC NUMBER

Card 5/Type 1 - Hourly Process Data

     HOURLY DATA
                                      73

-------
Card 5/Type 2 - Hourly Emission Data

     HOURLY DATA

Card 5/Type 3 - Annual Pattern

     ANNUAL DATA
     OPERATING PATTERN

Card 5/Type 4 - Non-Criteria Pollutants

     ANNUAL DATA
     EMISSION FACTOR

Card 5/Type 5 - Emission Factors

     EMISSION FACTOR

Card 6

     COMMENTS
                                     74

-------





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                                             78

-------
2.2  EDITING OF DATA
     The data are edited at several levels.  The coding sheets are edited
visually for numerical errors.  The punched cards are verified for keypunch
errors.  They are then checked by editing programs, which check for correct
syntax and proper limit of the entered values.
     Every card is checked for certain "housekeeping" information, such as
proper Card number (1-8), Source description (Point, Area, Line) and Action
code (add or change).
     Card I is checked for proper ID codes for State (14 or 26), County,
            Plant, and City (>0).
     Card II is checked for Stack No.  (>0), UTM zone (15 or 16) UTM
            coordinate for AQCR 70 (vertical between 4180 and 4330,
            horizontal between 640 and 770 for zone 15, 240 and 320
            for zone 16) and area ID (between 1-1843, 2001-2465).
     Card IV is examined for proper Method code (0-8),  Pollutant name
            (both criteria and non-criteria, including heat emissions)
            appropriate Unit and Time Intervals and legal SCC number.
     Card V is checked only if it is Type 3, when the program checks
            for correct syntax* of operating patterns.
     Card VI is checked only for "housekeeping data."

2.3  RAPS EMISSION INVENTORY CALCULATIONS
     The data entered into the memory bank of the Univac 1100 at EPA-NERC
are not emission values, but rather consumption or process figures from which
mass emissions of pollutants can be calculated as part of the computer output
routine.  Only a few exceptional cases are emission concentrations recorded.
     Data for major sources are calculated on an hourly basis; the inputs are
usually based on hourly values, though in some cases only shift, daily,
weekly or even monthly data are available.  In all these cases an  average
hourly value is calculated by the computer.
        c" refers to a finite system of rules determining a rational
    jciure of operating patterns.

                                     79

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     Annual data are recorded for minor sources (producing between 1000 and
100 Tons SO,;, per year).   The operating pattern (e.g.  5 days per week,  8 hours
per day, closed for Holidays and a two week vacation  period) is also recorded.
An hourly average value is calculated by the computer based on the actual
operating hours for each facility.
     Base data are recorded in four different ways:
     1.  Fuel consumption (in tons, 10  gal, 103 or 106 cu/ft)
                             3
     2.  Steam production (10  Ibs steam per hour)
     3.  Power production (kw or mw)
     4.  Process rate (Ib, ton, gal or bbl per hour)
     In all cases the sulfur content of the fuel or material and the appro-
priate emission factor has to be known and recorded,  either explicity or by
reference to AP-42, "A compilation of Air Pollution Emission Factors".
     Typical sample calculations for mass emission of S02 in Ib/hour are
shown below.  All data are recorded in the units in which they are supplied;
conversions to metric units, where desired, are performed by the computer as
part of the output routine.
                                     80

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Example 1

SCC 1-01-002-02    A coal fired utility boiler
The following pertinent data are recorded:                  Example
      FR  ....     Firing rate, tons/hour                      30
      S   	     Aver. Sulfur analysis, %                     3.27
                   Calculation Method
                    (referring to AP-42)                        3

Calculation:

                   Ec-«  = FR x 38 x S                   where
ESQ  = mass emission of S02 in Ibs/hour, FR = firing rate (in tons/hour)
and S = sulfur analysis in percent.
In this case
                        = 30 - 38 x 3.27 = 3,727.8 Ibs/hour
                                    81

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Example 2
SCO 1-01-005-01    An oil-burning utility boiler
The following data are recorded:
                                                               Example
      FR   ----     Firing rate, gal  x 10 /hr                   1.9
       S   ----     Sulfur analysis,  %                          0.40
                   Calculation Method                          3
Calculation
                   ESQ  = FR x 144 x S            where
ESQ  = mass emission of SOp, Ibs/hour, FR = firing rate, 10  gal/hour,
and S = sulfur analysis in percent.
In this case,
                   E - 1.9 x 144 x 0.4 « 109.4 Ib/hr
If the firing rate is expressed in units other than 10  gal/hour, such
as, for example, 10  gal/day, the computer will first convert this to
an hourly rate, then proceed with the above calculation.
                                    82

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Example 3
SCC 1-01-004-01    A residual-oil  burning utility boiler
                   Only Power output is available

In some cases the firing rate has  to be calculated from secondary  data.
In this case, the power output in  megawatts  per hour is the  primary
input.

The following data are recorded:
                                                               Example
      P   ----      Power output, megawatt-hour/hour            57

      H   ....      Heat content of fuel, 106Bt-u/103gal         152.30

      TE  ----      Thermal  efficiency,  overall, percent        20.1

      S   ----      Sulfur analysis of fuel %                    3.47
                   Calculation Method                           3

Since the theoretical  conversion of MW  hr to Btu is:


                   1  MW hr ~  3.413 x 106 Btu,
the amount of fuel  consumed per hour is


                              413 x
                              _____
                      - P x 3.413 x 106 x 100
                              ____
Method 3 then gives the mass emission  of S02  as


                   F    - P x 3.413 x  1Q8    .„    .
                   fcS02 "      H x TE       x  ID/  x b,


or in this case,
                                         g
                          57 x 3.413 x 10
                                         -

                      2   152.3 x 10b x 20.1                         S(yhr
                                    83

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Example 4
SCC 1 - 02-002-01  A coal-fired utility boiler.
                   Only power, output is available.
This case is similar to example 3, but coal  is the  fuel.   The recorded
data are:
                                                               Example
      P  ....      Power output, megawatt hours/hr              507
      H  	      Heat content of fuel, 106 Btu/Ton            22.12
      TE ....      Thermal efficiency, overall,  percent         38.1
      S  	      Sulfur analysis of fuel                        2.5
                   Calculation method                            3
Again, the theoretical conversion rate is:
                   1 MWhr = 3.413 x 106 Btu
Therefore, the amount of fuel consumed is

                   FR • P " V"TE '°6 " '°2  *»» P" hour.
and the mass emission of SOp according to AP-42 (Method 3) is
                   F    - P x 3.413 x 108  „,«•«.
                   hS02 ~     H x TE       x 38 x 5
In our example
                        - 507 x 3.413 x 1Q8 x 38 x 2.5  _ 1Q ,-n, ,. ,.
                        = 	2	  = 19,505 Ib/hr
                      2     22.12 x 10° x 38.1
                                     84

-------
Example 5
SCC 1-02-002-09    An industrial coal fired boiler
                   Only steam production data are available.
The following data are recorded:
                                                               Example
      SP   ....    Steam production, Ib/hour x 10              42
      H    	    Heat content of fuel, 106 Btu/ton           21.39
      TE   ....    Thermal efficiency (boiler only), %         80.01
      S    ....    Sulfur analysis of fuel, percent             2.9
                   Calculation method                           3
The conversion from steam production to the weight of coal  fired (FR) is
                   FR . SP x 12£02 x 100 tons coa]/hr

(The conversion factor 1202 converts pounds of steam (300 psi, saturated)
to BTU.  The thermal efficiency factor, as recorded on the cards, Includes
an adjustment to the actual steam conditions.)
The mass emission of sulfur dioxide, using method 3 (AP-42) is
                        _ SP x 1202 x 100 x 38 x S
                   ES02           TE x H
In our example
                        = 42xl03xl202xl02x38x2.9  _ ,,K n
                             80.1x21.39x106	325'°
                                    85

-------
Example 6
SCC 3-01-023-99    Sulfuric Acid manufacture. S(L concentration and
                   exhaust gas volume are avajlaDle.
In this case, the concentration of SOg in the stack gases in con-
tinuously recorded.   The flow of stack gases is nominally constant
but no record is available.
The recorded data are
                                                             Exampl e
      C   ....     S02 concentration, ppm (vol)                1400
      F   ....     stack gas flow, cu ft/min x 10              31
Thus, hourly mass emission of S02
                          F x 60 x C x 0.178
                        ,,   cn ,.
                        Ibs S0/hr
2        1Q
                    ™
                    S0           6
The factor 0.178 is the weight of 1 cu ft of S02 (in Ibs) under standard
conditions.
In our example
                   r    - 31 X 103 X 60 x 1400 X 0.178 _ .-, , 1Kc/f,miy.
                   Ecn  = 	?	— = 463*5 Ibs/hour
                    S02              1Q6
                                     86

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                          3.0  PRESENTATION OF DATA

     The inventory data are available in a number of formats.   Several  of
these were designed to parallel NEDS formats:  Point Source Listings, Annual
County, State and AQCR Summaries.   Others are unique to RAPS,  such as Hourly,
Daily and Monthly Point Source listings.  In addition, a basic modeler's tape
output is available, which contains information of particular  interest to
modelers in an unlabeled 80 character per record format.
     Examples of the various output formats are shown in Figure 18 to 24.
Figure 18 shows a complete point source listing, giving all descriptive in-
formation for a single source, as  well  as hourly emissions for five criteria
pollutants.  Figure 19 gives similar descriptive information,  but is a sample
of a daily summary for pollutants.   Figure 20 is similar giving the annual
output of the same point source; Figure 21 shows a modeler's tape.  It shows
hourly outputs for five pollutants, Particulates, S02, NO.,, hydrocarbons, and
CO in pounds per hour as well  as stack  gas flow in SCFM, for three points for
Julian day 75 001 (1 Jan 1975).  The plant is uniquely identified by State
(26), County (1680) and number (03).  Each of the three points is further
identified by another number (01-03),  Other information contained on the
same line as grid ID (74) SIC code (4911), UTM coordinates in  Zone 15 (688.37,
4270.23), stack height (700 ft.),  stack diameter (20.5 ft.) and stack temp-
erature (285°F).  The information  is repeated for each point.   Daily totals
for the plant appear on the last line.   Figure 22 gives total  annual emissions
for a county (Madison County, 14-4680)  for all criteria pollutants, broken
down into major categories.  Figure 23  gives all criteria pollutants for the
major categories for a State, (Illinois).  Finally, Figure 24  shows a listing
of emissions for the whole Air Quality  Control Region 70, again aggrated into
the major source categories.
                                      37

-------
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74
26168003 01
95.44
95.1o
95.16
94.89
95.44
95.72
95.44
95.44
96.27
96,54
96.62
96.82
9o,82
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117.23
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118,61
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117.78
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26168003 03
243.84
244,39
244.39
244.39
242. 19
244.12
239,43
238.60
238.33
238.05
241 .64
242.46
243.57
236.40
243.02
240,81
232.26
221.78
222.88
234.74
238.60
239.43
239.71
238.88
109909
255.08
75001 7
744911 688.374
14546.08
14504.04
14004.04
14462.00
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14588.12
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14546.08
14672.20
14714.25
14756.29
14756.29
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14798.33
17867.30
17867.30
18077.50
17993.42
17951.38
18035.46
18077.00
17951 .38
17825.26
17909.34
5001 JPRINT
270.23 70020.5
4284.98
4272.60
4272.60
4260.21
4284.98
4297.37
4284.98
4284.98
4322.13
4334.52
4346.90
4346.90
4346.90
4359.29
5263.34
5263.34
5325.27
5300.50
5238.11
5312.88
5325.27
5288.11
5250.96
5275.73
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37248.06
37248.06
37248.06
36911 .74
37206.02
36491 .33
36365.21
36323.17
36281.12
36827.65
36953.78
37121 .94
36028.88
37037.86
36701 .53
35398.27
33800.72
33968.89
35776.64
36365.21
36491.33
36533.37
36407.25

1258151.89
10947.76
10972.52
10972.52
10972.52
10873.45
10960. 14
10749.61
10712.45
1070O.07
10687.68
10848.68
10885.83
10935.37
10613.38
10910.60
10811.53
10427.61
9957.01
10006.55
10539.07
10712.45
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370626.03
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42.85
42.73
42.73
42.60
42.85
42. cV
42. C5
42.85
43.22
43.35
43.47
43.47
43.47
43.59
52.63
52.63
53.25
53.00
52.88
53. 13
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109.48
109.73
109.73
109.73
108.73
109.60
107.50
107.12
107.00
106.88
10H.49
108.86
109.35
106.13
109.11
108.12
104.28
99.57
100.07
105.39
107.12
107.50
107.62
107.25

3706,26
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142.83
142.42
142.42
142.01
142.83
143.25
142.83
142.83
144.07
144.48
144.90
144.90
144.90
145.31
175.44
175.44
177.51
176.68
176.27
177.10
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358.32
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356.26
361.62
362.86
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353.78
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360.38
347.59
331.70
333.55
351.30
357.06
358.32
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FIGURE 21.   MODELER'S TAPE
            91

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                                                                N I*  ****
               FIGURE  23.    POINT SOURCE  SUMMARY REPORT  -  STATE  (ILLINOIS)
                                                            93

-------
                             ********************************************************
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           FIGURE  24.    POINT  SOURCE  SUMMARY  REPORT  -  AQCR  70
                                                  94

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                                  REFERENCES

1.   Collis,  R.  T.  H.,  and D. R. Scheuch, The  Regional  Air Pollution Study:
     A Prospectus,  Stanford Research Institute, Menlo Park, CA.   Contract
     No. 68-02-0207,  APTD-1122.
2.   Littmarij,  F.  E, ,  et a], A RAPS Preliminary Emission Inventory, Stanford
     Research  Institute, Menlo Park, CA.  Contract  No.  68-02-1026.  EPA
     450/3-74 -030,-
3,   Guide f.-'i i'-O'iip-l-'ng •:> Comprehensive Emission  Inventory,  MDAD, APTD I1 35,
4,   Ditto,  •-  '".,,:  '^, al.. We'jnled Sen,. Jee' •:•--  J.v ..--.e-css  o^ 5,.'!fi,r Ox-;c:es: CHESS  T970-/1,  U.S.  Environ-
     .tiertci!  ""c^L^irs  Acen-'i- ,  EPA 650. ': -74-004.
     o^?"ton. ~      -,  ^u:ji*r:-;t3 ". ;un o^ iij:ack Qa^ Flow,,  J,  Air Poll,  Contrc"
3..   Grc^f  C   j..  -'uj  i-i,  '.-. ,  S;nitn   Pitot Tube Errors  Due  to  Misalignment
     ana Nori-s*..-e6iTl ~:ned  Flow,  Stack Sampling News,  1974.,
9.   hrl lenbr-ijid. c-:f.  al ,  l!Cheinical Composition of Partlculate  Air Pollutants
     frort1 cos? : } -Fue1 Combustion Sources", Battelle  Columbus Labs,  March 1973,
     EPA-K2-743-2T6,  PB219.009.
10.  Goks0yr,  H. , and K.  Ross,  "Determination of Sulphur Trioxide in Flue
     Gases", j. Inst. Fuel  35,  177 (1962).
11.  Lisle, E.  S.. and J.  D. Sensenbaugh, "Determination of  Sulfur Trioxide
     and Acid  Dew Point  in  Flue Gases", Combustion 36,  12,  (1965).
":?.  Littman,  F,  E-a  et  al , "Sulfur Compounds and Particulate  Size Distri-
     b'j-^-M Inventory",  Rockwell International, Air  Monitoring Center, Creve
       .-i  , MO,   Contract No.  68-02-1081-T056.  EPA  600/4-77-017.
                                      95

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APPENDIX A
    96

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                           GENERAL INSTRUCTIONS
1.  Cards 1, 2 and 3 need to be made out only once; after that a point
    source is fully identified by the first 15 spaces on each card,

2.  A card 4 must precede each set of cards 5.  The Time Interval (TI)
    on card 4 defines the period (hour, shift, date, etc.) covered by
    each entry is in card 5.  Similarly, the Start Date and Stop Date
    entries define the time covered by the entries in card 5.  All
    hours included between Start Date and Stop Date must be accounted
    for as one or more ca^o 5's.

3,   If a value is repeated more than once, the spaces under R may
    be used to indicate the number o* repetitions, followed by the
    value which is to be repeated:  e.g.,

                                             for 560,2 repeated 4 times
4.   Daily data, indicated by a p_ in time inters/a* .-p-ace on Card 45
    may be repeated just l.ke hourly data, with the number of
    repetitions under R,  -V>so; a f.;11 month of data may be entered
    on a single sheet by using the start and step date to span
    the period and accounting for <-:-ach day with '"dividual entries
    or with repeats.

5,   On each data card (ca- ,: '>}  the type of data (Process data,
    Emission data, etc.) a.v the action (Add or Change) should be
    entered.

6.   Any appropriate comment.^ <:an be entered on card 6, which should
    be preceded by both a card 4 and card 5.

7.   The sequence number will be entered just prior to delivery for
    key punching.
                                     97

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AMAX Zinc Co. - Sauget, Illinois        (618) 274-5000

                                           •

Illinois - 14, St.  Clair Co. - 6900, Sauget - 9010, Plant - 38

Location:  Rt. 3, just south of Poplar Street bridge

Personnel:  Ken Carpenter - engineer - our contract
            0. Gorman - plant manager

Data Acquisition:  by mail  monthly

Data Description:  table of hourly S02 stack concentration

Data Handling:  1)   On each coding form,  record appropriate ID's,
                    method-!, pollutant-SO..,  units-ppm,  time
                    interval of data, appropriate Julian dates,
                    SCC number and action.  Data type -  2

                2)   Data is entered piggy-back style with the S02
                    concentration first followed by the flow rate - 31.0
                    for 31,000 s.c.f.m.,  e.g.:   R            R

                                                 I  hl*|0|0io|  I  I  I  |
                3)  If the entry is repeated, the number of repe-
                    titions is only necessary in front of the
                    concentration, not the flow rate.
                                     98

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AMOCO Oil Refinery -                    (618) 254-7351



Illinois - 14, Madison Co. - 4680, Wood River - 8520, Plant - 04

Location:  Int. 270 East, north on 111. 3 to Wood River

Personnel:  Mr. Bob Yoder, engineer - our contact
            Mr. Ed Sullivan, plant environmental  engineer
            Mr. F. K.  Webb, plant manager

Data Acquisition:  monthly, by mail

Data Description:  daily totals of fuel consumption by unit, fuel
                   consumption at power house, thruput for fluid
                   cracker, SO,, emissions at flares

Data Handling:  1)  See attached sheets for explanation of each unit.

                2)  On each coding form; record appropriate ID's;
                    current average fuel analysis; method - 3,5 or 8;
                    pollutant - S0X; data units - CFT, GAL, BBL, LB;
                    time interval of entered data; appropriate Julian
                    date, SCC number, and action

                3)  Most data are daily values, therefore a whole  month
                    may be put on one sheet by recording each daily
                    amount.

                4)  Gas analysis heat content is  106 Btu/103ft3, e.g.:
                    992.5 Btu/ft3 -*•  0.99 106 Btu/KTft1*

Data Handling - by Unit:

        Power Station:  Boilers 1, 3, 5 burn all  four fuels simultaneously
                        Boilers 2, 4, 6 do not burn slop oil

                 Boiler 1  Boiler 2  Boiler 3  Boiler 4  Boiler 5  Boiler 6

 % of Total        12.2      14.2      15.0      17.2      21.0      20.4

 % of Slop Oil    25.3                31.1        .        43.6

        For each boiler, multiply given percentage by daily fuel consumption
        figure and record.  Use separate sheets for each fuel and each unit.

        For hydrogen gas and slop oil, determine a monthly average and use
        this figure rather than the daily numbers.  For these fuels use
        the start and stop dates to cover the whole month with one coding
        form.

                                     99

-------
        Determine a monthly average fuel  analysis for each fuel.   For
        gaseous fuels, the volumetric percent of H^S must be converted
        to weight percent sulfur.   Use the conversion:

                                 1% H2S = 1.577 %S

        A special emission factor (method 5) will be used with the
        gaseous fuels:

                                 F = 1.069 S

#5 Pipe Still (stack 07)

        This unit burns No. 5 PS AOG (Absorber Off-Gas) Refining Gas
        and Asphalt.  The No. 5 PS AOG is assumed to be 679,100 cf/day
        with a heat content the same as refinery gas.

        The Refinery Gas usage is determined by subtracting 679,100
        from the given daily amount of Refinery Gas.  This will have
        the same analysis as the gas used at the Power Station.

        The asphalt usage is converted from barrels/day to thousands
        of gallons/day and recorded.  Asphalt is recorded as if it
        was fuel oil.  Use method 5 for asphalt.

Reformer and Desulfurizer (stacks 09. 10. 12, 14)

        Stack #14

        The amount of Ultraformer AOG (Hydrogen Gas) burned at the
        Desulfurizer is determined by using the graph in the file
        and an average Naptha flow for the month.  This will give an
        average daily rate for the entire month.  The fuel analysis
        and the special emission factor is the same as for the
        Hydrogen Gas at the Power Station.  This is also method-5.

        Stacks #15

        A monthly average is also used for the reformer furnaces.
        This is determined by subtracting the gas used at the de-
        sulfurizer and the hydrogen gas used at the power station
        from the amount of AOG produced and then determining a
        monthly average figure and dividing it equally among the
        three furnaces.

        Fuel oil from tank 420 is also used in the reformer furnaces.
        This is assumed constant and is recorded as 1.4 x 10^ gallons
        per day on each of the three furnaces.  Method-3 is used and
        the amount is recorded as a daily figure.
                                     100

-------
Asphalt Plant

        Furnace (Stack 17):

        This is figured by assuming fuel is burned 50% of the time at
        6800 cubic feet/hour.  This number will  always be recorded as
        $1.6 x 103ft3 per day.  Gas burned here is refinery gas; same
        analysis as at power station, method-5.

        Fume Burner (Stack 23): SCC 30600999

        Refinery gas is burned here also, at two different rates
        during the year which will  be specified on the monthly
        data; either 62.4 x 10J ftvday or 230.4 x 103 ft3/day.
        Method-5.

South Flare (Stack 21):  SCC 30600999

        Until notified differently, this flare burns 15.5 x 103 ft3/day
        of Refinery Gas and emits 10.0 tons per day SOp every day.

        For the straight S0? emission there is no fuel analysis,
        Method-8,  units - TflN.

B-2 Flare (Stack 22):  SCC30600999

        This depends upon which processes are in operation, which will
        be specified in the data.

        A-198 emits  9475 pounds S02 per day
        A-202 emits  4300 pounds S02 per day

        A-463 emits  5532 pounds S02 per day
        A-464 emits  4820 pounds S0£ per day

        Depending upon what is in operation, the daily total is
        divided by 24 and the hourly emission in pounds is entered.

        Some or all of these emissions will be eliminated if
        sufficient DEA is available to AMOCO.

BOT Flare (Stack 24)

        When the A-150 process is running, as indicated on the data
        sheets, this will have an emission of 2379.5 pounds per day
        S02-

        This also may be eliminated by having enough DEA.
                                     101

-------
FLUID CRACKER  (Stack 25): SCC 306Q02P1

        This is recorded directly as thousands of barrels per day
        from the data.  There is no fuel analysis, method-5, units - BBL.

Special Emission Factors

        Refinery Gas          F = 1.069 S
        Hydrogen Gas          F = 1.069 S
        Slop Oil              F = 144 S
        Asphalt               F = 164 S
        No. 5 PS AOG          F = 1.069 S
        Fluid Crackers        F = 347.5
                                     102

-------
CLARK OIL REFINERY                      (618) 254-7301

Illinois - 14, Madison Co. - 4680, Hartford^- 9020, Plant - 05

Location:  Int. 270 east, north on 111.  3 to Hartford, right on Hawthorne

Personnel:  Mr. Seward VanPetten - Manager, Construction - our contact

Data Acquisition:  monthly by mail

Data Description:   monthly totals of oil and gas consumption copies
                    of any fuel analyses

Data Handling:  1)  Using percentages on file, distribute total fuel
                    consumption to each  process heater and power
                    house boiler.   Fluid Crack thruput remains unchanged.

                2)  Determine an average fuel analysis for the month,
                    unless there is a definite- time period given with
                    each fuel analysis.

                3)  On each coding form, record appropriate ID's, current
                    fuel analysis, method-5 for gas, 3 for oil, pollutant
                    - S0X, data units -  CFT for gas, GAL for oil, time
                    interval - D,  appropriate Julian dates, SCC number
                    and action.

                4)  For Fluid Cracker there is no fuel analysis, method-3,
                    units - BBL, time interval - D.

                B)  In data spaces, divide monthly figures for each unit
                    by days in the month and record the number of days
                    under R followed by  the daily amount.  For the fluid
                    cracker record the number of days under R followed by
                    the daily thruput.

                6)  Gas should be  recorded as thousands of cubic feet,
                    oil as thousands of gallons and fluid cracker thru-
                    put as thousands of barrels.

                7)  On each data card (card 5) indicate type of data
                    and action.

Data Prnctssing:  For the oil usage and  the fluid cracker thruput the
         ;,,ered figure will be used directly with AP-42 emission factovs
           determine emissions.  For gas usage, a special emission factor
         :  1  be entered separately and used with the entered data to
        •Jeternrine emissions.  F =  0.98 S.

                                    103

-------
GENERAL MOTORS ASSEMBLY                                     (314)   679-5152

Missouri - 26, St. Louis City - 4280, St.  Louis - 4280, Plant - 06

Location:  3809 N. Union Street

Personnel:  Dick Dumont - Engineer - our contact

Data Acquisition:  by mail, monthly, from the plant

Data Description:  Steam charts from 4 boiler, coal  analysis

Data Handling:  1)  On each coding form, record appropriate ID'S,  cur-
                    rent fuel analysis, method-3, pollutant-S^X, data
                    units - LBS, time interval of entered data, appropriate
                    Julian date, efficiency, SCC number, and action-A.
                    Data type-1.

                2)  In data spaces, record hourly thousands of pounds
                    of steam produced.  Readings are taken at the
                    half hour, i.e. 7:30 for the 7-8 AM reading.
                                    104

-------
HIGHLAND ELECTRIC AND LIGHT             (618)  654-4101


Illinois - 14, Madison Co.  - 4680, Highland -  3340, Plant - 22

Location:  Int. 70 east, south on 111.  143, cross U.S. 40, right
        after crossing R.R. tracks, right on 9th street

Personnel:  Mr. Allen Schulte - plant superintendent - our contact
            Mr. Oliver Bishop - city manager

Data Acquisition:  pickup monthly from the plant

Data Description:  Xerox of monthly log and daily log sheets

Data Handling:  1)  On each coding form, record appropriate ID's,
                    current coal  analysis, method,  pollutant,  data
                    units of measure, time interval  of entered data,
                    appropriate Julian  date, thermal  efficiency, SCC
                    number, and action.

                2)  In data spaces, record Kilowatt (KW)  production
                    every  other hour and then  repeat each number for
                    the next hour.

                3)  On each data card (card 5)  indicate type of data
                    and action.

                4)  The sequence number will be entered just before
                    coding forms are sent out  for keypunching.

-------
MONSANTO - WGK - Sauget, Illinois       (314)  621-4075


Illinois - 14, St.  Clair Co.  - 6900,  Sauget -  9010,  Plant -  06

Location:  Monsanto Ave.,  Sauget, Illinois

Personnel:  Clarrie Buckley - Environmental Specialist -  our contact
            Paul Hodges -  Corporate Headquarters

Data Acquisition:  by mail from the plant monthly

Data Description:  Tabulated, hourly, steam rate from power  house and
                   hourly emission rate of S02 from a contact sulfuric
                   acid plant.

Data Handling:  1)   On each coding form, record appropriate  ID's,
                    method -  3 or 8,  pollutant - S0X, data units -
                    LB, time  interval of entered data, appropriate
                    Julian date, SCC  number and action.  Data type - 1.

                2)   In data spaces, record hourly steam load or
                    hourly SOp emissions.
                                     106

-------
MONSANTO - Sauget, Illinois             (314)  621-4075
Illinois - 14, St. Clair Co.  - 6900, Sauget -  9010,  Plant  -  06
Location:  Monsanto Ave, Sauget, Illinois
Personnel';  Clarn'e Buckley - Environmental  Specialist - our contact
            Paul  Hodges - Corporate Headquarters
Data Acquisition:   by mail  from the plant monthly
Data Description;   Tabulated, hourly, mass emission  rates  of S02  from
                   6 boilers  and a contact sulfuric  acid plant.
Data Handling:  1)  On each coding form,  record  appropriate  ID's,
                    method-8, pollutant-S$X, data units -  LB, time
                    interval  of entered data,  appropriate  Julian  date,
                    SCC number and action.  Data  type - 1.
                2)  In data spaces, record hourly emission values.
                                    107

-------
MONSANTO - 1700 S.  Second Street                            (314)  621-4000


Missouri - 26, St.  Louis City - 4280, St.  Louis - 4280, Plant - 23
Location:  1700 S.  Second St., St.  Louis

Personnel:  Al  Peterson - Environmental Specialist - our contact
            Paul Hodges - Corporate Headquarters

Data Acquisition:  by mail from the plant monthly

Data Description:  Steam charts from K street boiler (coal) and Geyer
                   St. Boilers (when using oil), daily ratio of high
                   to low sulfur coal burned.  The boilers on gas are
                   included for heat inventory.

Data Handling:  1)  On each coding form, record appropriate ID'S, cur-
                    rent fuel analysis, method-3, pollutant-S^X, data
                    units - LBS, time interval of entered data, approp-
                    riate Julian date, SCC number and action, and ef-
                    ficiency.

                2)  In data spaces, record hourly thousands of pounds
                    of steam produced.  Readings are taken at the half
                    hour, i.e., 7:30 for the 7-8 am reading.

                    Charts are changed at 11:30 pm.  Last hour of day
                    is on next day's chart.

Data Processing:
                1)  The daily fuel  analysis  must be calculated from the
                    high/low ratio and the current coal analysis.
                                    108

-------
ILLINOIS POWER - Baldwin                (618)   785-2294


Illinois - 14, Randolph Co - 6460, Baldwin - 9000, Plant 01

Location:  South on 111. 3 to Red Bud, continue straight on  111.  154
           to Baldwin, left on 5th Street

Personnel:  Mr.  Kane - Plant Manager
            Mr.  Mason - Plant Engineer -  our contact
            Mr.  Jim May - Our contact in  Decatur

Data Acquisition:  by mail, from Decatur, weekly.   We supply stamped
                   envelopes with return  addresses.

Data Description:  Xerox of daily computer log sheets,  copy  of  monthly
                   coal analyses.

Data Handling:  1)   On each coding form,  record appropriate  ID'S,  current
                    coal analysis, method, pollutant, data units of
                    measure, time interval of  entered data,  appropriate
                    Julian date, SCC number and action.

                2)   In data spaces, record hourly  coal  usage, as is.
                                     109

-------
UNION ELECTRIC
                     (314)   621-2637
Labadie:
Sioux :
Meramec:
Venice:
Cahokia:
Ashley:
«
Missouri-26, Franklin Co - 1680, Labadie-5200, Plant
Missouri-26, St. Charles - 4160, W. Alton, 5220, Plant
Missouri-26, St. Louis Co. - 4300, Plant
Illinois-14, Madison Co. - 6900, Venice - 7760 Plant
Illinois-14, St. Clair Co. 6900, Sauget - 9010 Plant
Missouri-26, St. Louis City - 4280, St. Louis - 4280, Plant
                                                                          03

                                                                          01

                                                                          10

                                                                          03

                                                                          14

                                                                          38
Location:  Data from main office - 1901 Gratiot Street,  St.  Louis

Personnel:   Gerald Smith - Environmental Manager
            John Wooten - Engineer - our contact

Data Acquistiion:  by mail from main office
Data Description:
Data Handling:  1)
                2)
Computer printout for Meramec,  xerox of UE generation
summary for Venice, Sioux,  and  Labadie and Cahokia.
Boiler hours for Cahokia.

 On each coding form, record appropriate ID's,
 current coal  analysis,  method, pollutant, data
 units of measure,  time  interval  of entered data,
 appropriate Julian date,  thermal  efficiency,  SCC
 number, and action.

 In data spaces, record  megawatt (MW) production
 for each hour, as  is, for Labadie, Sioux, and
 Meramec.  For Venice, when the production is
 95 MW or less, record as  if #7 was only running
 and when more than 95 MW  the production is equally
 split and recorded as noted on the data worksheet.
 When oil is burned at Venice,  this is also noted
 on the data worksheet.   Cahokia stack output  is
 determined from plant output and boiler service
 charts.
                                     no

-------
STAG BREWERY  (CARLING)                 (618) 234-1234
Illinois - 14, St. Clair County - 6900, Belleville - 0320, Plant - 01
Location:  1201 West E. Street, Belleville
Personnel:  Don Hoageson - Chief Engineer, our contact
Data Acquisition:  Steam charts from 2 boilers
Data Handling:  1)  On each coding form, record appropriate ID's,  current
                    fuel analysis, method-3,  pollutant-S^X, data units -
                    IBS, time interval of entered data, appropriate Julian
                    date, efficiency, SCC number, and action -  A.   Data
                    type - 1.
                2)  In data spaces, record hour-ly thousands of  pounds
                    of steam produced.  Readings are taken at the
                    half hour,  i.e. 7:30 for  the 7-8 am reading.
                                     Ill

-------
PVO INTERNATIONAL - 3400 N.  Wharf St.   (314) 621-4345


Missouri - 26, St. Louis City - 4280,   Plant - 58

Location:  Wharf St.  at Angelrodt, St.  Louis

Personnel;  Don Mueller - Engineering  manager - our contact

Data Acquisition;  by mail, monthly, from the plant

Data Description;  Steam charts from all 3 boilers.

Data Handling;  1)  Convert chart readings from percent to steam out-
                    put (thousands of pounds per hour)

                2)  On each coding form, record appropriate ID's.
                    current fuel analysis, method-3, pollutant-SjDX,
                    data units - LBS,  time interval of entered data,
                    appropriate Julian date, SCC number, efficiency,
                    and action.  Data  type - 1.

                3)  In data spaces, record hourly thousands of pounds
                    of steam produced.   Readings are taken at the
                    half-hour, i.e. 7:30 for the 7-8 am reading.

                    Charts are changed at 7:30 am.   First 8 hours of
                    a day are on the previous day's chart.
                                    112

-------
APPENDIX B
    113

-------
     The following list  identifies  the point sources in the RAPS data base
that have been source tested,  resulting  in  point specific emission factors.
State
26
14
26
26
14
la
14
14
14
26
14
County
4300
4680
4300
2230
4680
4680
4680
4680
6900
4280
4680
Plant ID
02
13
01
06
01
01
01
22
01
06
04
Stack ID
08
04
01
10
01
01
02
03
01
01
64
SCO Code
1-02-006-01
3-05-014-01
3-05-007-05
3-01-013-01
1-01-006-01
1-01-005-01
1-01-002-01
1-01-002-08
1-02-002-08
1-02-002-02
3-06-002-01
Plant Name
Chrysler Motors
Owens-Illinois
Alpha Cement
USS Agri Chen
Illinois Power- Wood
Illinois Power-Wood
Illinois Power- Wood
Highland Power
Stag Brewery
General Motors
Arnoco Refinery





River
River
River




                                      114

-------
APPENDIX C
    115

-------
    The following three lists identify point sources in the RAPS data base
for which actual process or fuel  data have been gathered on an hourly, daily
or monthly basis.
                                    116

-------
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APPENDIX D
    126

-------
     The following list identifies the point sources in the RAPS data base
for which actual working pattern data has been collected.   Calculated
yearly emissions were then apportioned uniformly to this working pattern.
                                     127

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    136

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     The following list identifies the point sources for which no temporal
distribution is recorded.  This includes both sources for which no tem-
poral data were available (for example, storage tanks) as well as tfiose
which were known to have a uniform annual distribution (for example,  points
operating uniformly 24 hours a day, 365 days a year).

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                                   TECHNICAL REPORT DATA
                            (Please read Instructions on the reverse before completing)
1. REPORT NO.
   EPA-600/4-78-042
                                                            3. RECIPIENT'S ACCESSION NO.
4. TITLE AND SUBTITLE
  REGIONAL AIR POLLUTION STUDY
  Point Source Methodology and Emission  Inventory
             5. REPORT DATE
               July  1978
             6. PERFORMING ORGANIZATION CODE
7. AUTHOR(S)
  F.E.  Littman
                                                            8. PERFORMING ORGANIZATION REPORT NO.
9. PERFORMING ORGANIZATION NAME AND ADDRESS
  Rochwell International
  Air Monitoring  Center
  11640 Administration Drive
  Creve Coeur, MO  63141
             10. PROGRAM ELEMENT NO.
                1AA603  AA-07  (FY-77)
             11. CONTRACT/GRANT NO.
                68-02-2093
                Task Order 108A
12. SPONSORING AGENCY NAME AND ADDRESS
  Environmental Sciences Research  Laboratory - RTP,  NC
  Office of. Research  and Development
  U.S.  Environmental  Protection Agency
  Research Triangle Park, NC  27711
             13. TYPE OF REPORT AND PERIOD COVERED
                Final
             14. SPONSORING AGENCY CODE
                EPA/600/09
15. SUPPLEMENTARY NOTES
16. ABSTRACT
       The development of the point source emission  data inventory  for the Regional
  Air Pollution  Study at St. Louis  is  discussed.   To meet the unusual  requirements
  of this study, which specified  the acquisition of  hourly, measured  emission data
  for the St.  Louis Air Quality Control Region for a period of two  years, a unique
  methodology  was developed and put into practice.   The result is a data base con-
  taining over 20 million pieces  of information in a readily accessible form.
17.
                                 KEY WORDS AND DOCUMENT ANALYSIS
a.
                  DESCRIPTORS
                                               b.lDENTIFIERS/OPEN ENDED TERMS
                              COSATI Field/Group
  *Air pollution
  *Emission
  *Environmental surveys
  *Sources
 St. Louis,  MO
13B
05J
18. DISTRIBUTION STATEMENT
  RELEASE TO  PUBLIC
                                               19. SECURITY CLASS (This Report)

                                                  IINP.IASSIFIED
                            21. NO. OF PAGES

                               160
20. SECURITY CLASS (Thispage)
  UNCLASSIFIED
                                                                           22. PRICE
EPA Form 2220-1 (Rev. 4-77)   PREVIOUS EDITION is OBSOLETE
                                             150

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