DocumentCode :
1351284
Title :
A Fault Diagnosis and Security Framework for Water Systems
Author :
Eliades, Demetrios G. ; Polycarpou, Marios M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Cyprus, Nicosia, Cyprus
Volume :
18
Issue :
6
fYear :
2010
Firstpage :
1254
Lastpage :
1265
Abstract :
Water resources management is a key challenge that will become even more crucial in the years ahead. From a system-theoretic viewpoint, there is a need to develop rigorous design and analysis tools for control, fault diagnosis and security of water distribution networks. This work develops a mathematical framework suitable for fault diagnosis and security in water systems; in addition it investigates the problem of determining a suitable set of locations for sensor placement in large-scale drinking water distribution networks such that contaminant detection is optimized. This work contributes to the research by presenting a problem formulation were the state-space representation of the propagation and reaction dynamics is coupled with the impact dynamics describing the “damage” caused by a contamination of the water distribution network. We propose a solution methodology for the sensor-placement problem by considering several risk-objectives, and by utilizing various optimization and evolutionary computation techniques. To illustrate the methodology, we present results of a simplified and a real water distribution network.
Keywords :
evolutionary computation; fault diagnosis; mathematical analysis; optimisation; security; water resources; analysis tool; contaminant detection; evolutionary computation; fault diagnosis; impact dynamics; large-scale drinking water distribution network; mathematical framework; optimization; reaction dynamics; real water distribution network; rigorous design; sensor placement problem; state-space representation; system-theoretic viewpoint; water resource management; water system security framework; Control system analysis; Control systems; Fault detection; Fault diagnosis; Large-scale systems; Resource management; Security; Sensor systems; Water pollution; Water resources; Fault diagnosis framework; security; sensor placement; water distribution networks; water systems;
fLanguage :
English
Journal_Title :
Control Systems Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6536
Type :
jour
DOI :
10.1109/TCST.2009.2035515
Filename :
5350461
Link To Document :
بازگشت