&EPA

United States
Environmental Protection
Agency

Distribution System Water Quality

Use of Modeling to Protect Water Quality

Water quality modeling can help public water systems (PWSs) determine how a system's water quality would be impacted by
system operations or design changes. Models can be developed to predict water age or the concentrations of disinfectants and
other constituents and can help systems understand operational changes such as blending. There are a variety of software
applications used to conduct water quality modeling including EPANET, a public domain software that can be downloaded from
EPA's website (https://www.epa.gov/water-research/epanet), freely copied, and distributed. EPANET can be used to design and
size new water infrastructure, retrofit existing infrastructure, optimize operations of tanks and pumps, and investigate water
quality issues. This fact sheet is part of EPA's Distribution System Toolbox developed to summarize best management practices
that PWSs, particularly small systems, can use to maintain distribution system water quality and protect public health.

Why use Water Quality Models?

•	Water quality modeling can help utility managers and engineers make design and
operational decisions at a lower cost than some other managerial approaches.

•	Water quality models can analyze current conditions, predict the effects of
changes in the water distribution system, and locate potential sources and
causes of water quality problems.

•	Water quality models allow systems to improve their water quality efficiently by
targeted operational adjustments.

Objectives of Water Quality Modeling

•	Identify the anticipated concentrations over time of specific constituents
throughout water distribution systems.

•	Assess potential strategies for water quality planning and management.

•	Predict potential impacts from externalities (e.g., population growth, climate
change, source water) on water quality conditions.

Parameters Predicted in Water Quality Modeling

•	The portion of water that flows from a specific source (referred to as flow tracing
or source tracing).

•	Water age (the time water spends in the distribution system prior to use).

•	The concentration of a non-reacting tracer component added to or removed
from the system.

•	The concentration of residual disinfectant (e.g., chlorine or chloramines) which
can be modeled with additional inputs of its decay rate.

•	Disinfection by-products (DBPs) concentrations (e.g., trihalomethanes or
haloacetic acids).

Data Requirement for Water Quality Modeling

•	Hydraulic model output (e.g., flow, pressure, tank level). Hydraulic modeling is a
prerequisite for water quality modeling. Hydraulic simulation results help predict
the transport and behavior of water quality constituents.

•	Water quality input data (e.g., chlorine concentration leaving a source),
disinfectant residual reaction rate data. For more complicated water quality
modeling and simulation problems, trihalomethane (THM) formation coefficients
or other reaction rate data may be needed.

Disclaimer: To the extent this document mentions or discusses statutory or regulatory authority, it does so for
information purposes only. It does not substitute for those statutes or regulations, and readers should consult the
statutes or regulations themselves to learn what they require. The mention of trade names for commercial products
does not represent or imply the approval of EPA.

Examples of Utility Actions

A PWS in the midwestern U.S. serving
approximately 100,000 people wanted
to better understand the impact of
their storage tank operational practices
on water quality. A water age study in
EPANET was conducted simulating
different tank operational decisions.
Based on model results, one tank was
removed from operation and the utility
improved their ability to maintain
disinfectant residuals without other
capital improvements.

A PWS serving approximately 500,000
people in the western U.S. converted
from a conventional static model to a
real-time water quality model to allow
the system to import SCADA data to
compare actual disinfectant residual
results with modeled data. The utility
considered using post-chlorination
stations to meet a new state
disinfectant residual requirement,
however, modelling indicated changes
in tank turnover and pressure reducing
valve settings could be used to meet
the requirements. Using the
information from the model, the
system was able to meet its regulatory
requirements, while saving money and
reducing DBP risks by not installing
post-chlorination stations.


-------
Table 1. Resources and Guidelines for Water Quality Modeling

Resource Title and URL

Relevance to Water Quality Modeling

American Water Works Association. 2017. Computer modeling of
water distribution systems (M32). American Water Works
Association, www.awwa.org.

Note: There may be a fee associated with obtaining this resource.

Presents the basics of computerized programs and
processes for control and maintenance of a water
distribution system. Information about water quality
models is included in this manual.

Clark, R.M. 1999. Water quality modeling-case studies. Water
distribution systems handbook. New York: McGraw Hill.

Note: There may be a fee associated with obtaining this resource.

Includes several case studies that use hydraulic and
water quality models to evaluate the causes of water
quality degradation.

Clark, R.M. 2012. What Are the Basics of Water Quality Modeling
and Monitoring? Opflow. www.awwa.org

Note: There may be a fee associated with obtaining this resource.

Describes different distribution system models including
hydraulic models and water quality models.

Smith, R. 2015. Real-Time Modeling Improves Operations.
Opflow. www.awwa.org

Note: There may be a fee associated with obtaining this resource.

Presents the benefits of the application of the real-time
water model to a specific utility.

USEPA. EPANET-Application for Modeling Drinking Water
Distribution Systems, https://www.epa.gov/water-
research/epanet

Describes EPANET, its capabilities, and typical
applications.

Image source: EPANET User Manual

Results of a Map Query identifies nodes or links on
the network map that meet a specific criterion

Image source: EPANET User Manual

^ J Network Map

LAKE

Query

| Node

~

Quality

a

Below



140

Day 1,3:00 PM

Submit

47 items

Office of Water (4606)
EPA 815-F-22-011
August 2023


-------