Multi-agent control system for a municipal water system
Abstract
The control system for a municipal water system needs to meet the criteria of maintaining continuity and reliability in the water supply for satisfying the consumer demand while saving the energy costs and maintaining the quality of water. In this paper, we propose an intelligent agent system for a municipal water system. This work shows the benefits of using the agent-based approach in handling different scenarios including the uncertain behavior of the system. A distributed control strategy is implemented and promising results are evaluated in a simulation of a water distribution system.
References (16)
- G. McCormick, R.S. Powell, "Optimal pump scheduling in water supply systems with maximum demand charges", Journal of water resources planning and management © ASCE. September/October 2003
- A. An, C. Chan et al., "Applying Knowledge Discovery to Predict Water-Supply Consumption", IEEE Expert, July/August 1997.
- G. Mackle, D.A. Savic, G.A. Walters, "Application of genetic algorithms to pump scheduling for water supply" Genetic Algorithms in Engineering Systems: Innovations and Applications, Conference Publication No. 414, © IEEE, 1995.
- P.F. Boulos, Z. Wu, C.H. Orr et al., "Optimal Pump Operation of Water Distribution Systems using Genetic Algorithms", Distribution System Symposium, 2001
- S.F.Beckwith, K.P.Wong, "A Genetic Algorithm Approach for Electric Pump Scheduling in Water Supply Systems", Evolutionary Computation, 1995, IEEE International Conference, Vol.1, 1996, pp 21-26.
- D.A. Savic, G.A. Walters, M. Schwab, "Multiobjective Genetic Algorithms for Pump Scheduling in Water Supply", Lecture Notes in Computer Science 1305, AISB 1997, Springer- Verlag, pp. 227-236.
- E. Ertin, A.N. Dean, M.L. Moore, L. Priddy, "Dynamic optimization for optimal control of water distribution systems", Applications and Science of Computational Intelligence IV, Proc. SPIE Vol. 4390, 2001, pp. 142-149.
- F.E. Goldman, L.W. Mays, "The Application of Simulated Annealing to the Optimal Operation of Water Systems", 29 th Annual Water Resources Planning and Management Conference, June 6-9, 1999.
- Y. Yunwen, Z. Yshun, "Optimal Planning of a Water Supply System in a Fuzzy environment", Systems, Man, and Cybernetics, Proceedings of the 1988 IEEE International Conference, Vol.2, 1988, pp: 1188 -1191
- "Effects of water age on distribution system water quality", By AWWA with assistance from Economic and Engineering Services, Inc.
- F. P. Maturana, R. J. Staron, K Hall, "Real time collaborative intelligent solutions", SMC (2) 2004, pp:1895-1902
- Lucilla Giannetti, F. P. Maturana, Frederick M. Discenzo, "Agent-Based Control of a Municipal Water System", CEEMAS, 2005, pp: 500-510
- Mařík, V., Pěchouček, M., Štěpánková, O, "Social Knowledge in Multi-Agent System", In Multi-Agent Systems and Applications, LNAI 2086, Springer, Berlin (2001) 211-245
- W. Shen, D. Norrie, J.P. Barthès, "Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing", Taylor & Francis, London, 2001.
- FIPA: The Foundation for Intelligent Physical Agents, Geneva, Switzerland, 1997.
- S. Pegg, "An Online Optimised Pump Scheduling System".