A contamination source identification model for water distribution system security

被引:44
作者
Preis, A. [1 ]
Ostfeld, A. [1 ]
机构
[1] Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
关键词
water distribution system; water security; EPANET; contamination; genetic algorithm; inverse modeling; optimization;
D O I
10.1080/03052150701540670
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article presents and demonstrates a simple, straightforward genetic algorithm (GA) scheme for contamination source identification to enhance the security of water distribution systems. Related previous work on this subject has concentrated on developing analytical water quality inverse models with two major restrictions: the ability to disclose unique solutions and to handle water distribution systems of large size. These two limitations are addressed in this study by coupling a GA with EPANET. The objective function is minimization of the least-squares of the differences between simulated and measured contaminant concentrations, with the decision variables being the contaminant event characteristics of intrusion location, starting time, duration and mass rate. The developed methodology is demonstrated through base runs and sensitivity analysis of three water distribution system example applications of increasing complexity.
引用
收藏
页码:941 / 951
页数:11
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