vvEPA
Event Detection System Challenge
Background
The Water Security initiative is a U.S. Environmental Protection Agency program that addresses the risk
of intentional contamination of drinking water distribution systems. Initiated in response to Homeland
Security Presidential Directive 9, the overall goal is to design and deploy contamination warning systems
for drinking water utilities. A contamination warning system is a proactive approach to monitoring for
contamination through deployment of advanced technologies and enhanced surveillance activities to
collect, integrate, analyze, and communicate information.
Water quality monitoring is one component of a contamination warning system and consists of a network
of monitoring stations throughout a drinking water distribution system. Each station contains a suite of
sensors that measure standard water quality parameters such as chlorine, total organic carbon (TOC) and
pH. These parameters have been shown to change in the presence of many contaminants. However, the
normal variability in distribution system water quality, coupled with the large amount of data, makes it a
challenge to successfully detect transient contamination incidents. The proposed solution to this problem
relies on event detection systems (EDS) containing algorithms of various degrees of sophistication to
detect anomalous conditions.
The Challenge
As work in this field has been fairly limited to date, this study seeks to identify a wide range of EDSs
currently available for event detection, challenge developers to optimize their EDSs using a variety of
available data, and quantify performance of submitted EDSs over a wide range of detection scenarios.
The basic format of the challenge will be:
* EPA will provide several months of water quality, alarm, and operational data from 5-6 monitoring
stations from several utilities.
* Using the provided data, each participating team will develop and train an EDS to reliably detect
anomalies at each station while producing few false alarms.
* EPA will test each EDS on normal utility data, as well as datasets with a variety of contamination
events superimposed on the data. Each station will be analyzed individually.
Participants
Potential participants include researchers, software developers, product vendors, or anyone else with
software capable of detecting anomalous conditions in drinking water. New EDS techniques can be
developed, or existing anomaly detection or signal processing algorithms from other fields can be adapted
to drinking water. The objective is to compare algorithms with a wide variety of analytical approaches.
Schedule
The schedule of events for the Event Detection System Challenge is outlined below. These dates are
subject to change.
Date
June 30, 2008
July 1 - October 1,
2008
October 1, 2008
December 1, 2008
Spring 2009
Summer 2009
Event
Test plan finalized and e-mailed to interested
registration begins
All necessary materials, including training data
application, are provided to registered teams
parties, participant
and an interface
Final day to register
Last day to submit EDSs & associated materials
Initial distribution of results to participants
Initial public presentation of results
Water Security Division | June 2008 | www.epa.qov/watersecuritv
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c/EPA
Event Detection System Challenge page 2
For Additional Information
For more information or to request a copy of the challenge rules, please contact Katie Umberg
(umberg.katie@epa.gov').
More information on the Water Security Initiative and the contamination warning system concept can be
found at http://cfpub.epa.gov/safewater/watersecuritv/.
Water Security Division | June 2008 | www.epa.qov/watersecuritv
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