Multi-objective Coverage-based ACO Model for Quality Monitoring in Large Water Networks

Water Resources Management

Volumn 26, Issue 8, 2012, Pages 2159-2176

  Afshar, Amin ^a   Mariño, Miguel A ^b  

^a University of California   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Multi colony ant algorithm; Optimization; Water distribution network; Water quality

Indexed keywords

ANT ALGORITHMS; COVERAGE CRITERIA; MATHEMATICAL PROBLEMS; MATRIX IDENTIFICATION; MODELING STRUCTURES; MONITORING STATIONS; MULTI OBJECTIVE; NONDOMINATED SOLUTIONS; NUMERICAL PROCEDURES; OPTIMIZATION MODELS; PARETO FRONT; POTENTIAL MONITORING; PRESSURIZED WATER; QUALITY MONITORING; REAL-WORLD NETWORKS; SAMPLING STATIONS; WATER DISTRIBUTION NETWORKS; WATER FRACTION; WATER NETWORKS; WATER QUALITY MONITORING STATIONS;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; INTEGER PROGRAMMING; MATRIX ALGEBRA; OPTIMIZATION; WATER QUALITY;

WATER DISTRIBUTION SYSTEMS;

ALGORITHM; MONITORING SYSTEM; MULTIOBJECTIVE PROGRAMMING; NUMERICAL MODEL; OPTIMIZATION; SAMPLING; WATER QUALITY;

EID: 84860885150     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-012-0008-2     Document Type: Article

References (21)

1. Abbasi H, Afshar A, Jalali MR (2009) Ant-colony based simulation-optimization modeling for the design of a forced water pipeline system considering the effects of dynamic pressures. J Hydroinformatics, D_07_00047-26/10/2009-20.
2. Afshar MH, Moeini R (2008) Partially and fully constrained ant algorithms for the optimal solution of large scale reservoir operation problems. Water Resour Manage 22: 1835-1857.
3. Afshar A, Sharifi F, Jalali MR (2009) Non-dominated archiving multi-colony ant algorithm for multi-objective optimization: application to multi-purpose reservoir operation. Eng Optim 41(4): 313-325.
4. Al-Zahrani MA, Moied K (2003) Optimizing water quality monitoring stations using genetic algorithms. Arab J Sci Eng 28(B1): 57-75.
5. Aral MM, Guan J, Maslia ML (2010) Optimal design of sensor placement in water distribution networks. J Water Resour Plann Manag 136(1): 5-18.
6. Berry J, Hart W, Phillips C, Uber J, Watson J (2006) Sensor placement in municipal water networks with temporal integer programming models. J Water Resour Plann Manag 132(4): 218-224.
7. BWSN (2006) Battle of the water sensor networks. Proc., 8th Annual Water Distribution Systems Analysis Symp. Session D-3 _CD-ROM_, ASCE, Reston, VA.
8. Cisty M (2010) Hybrid genetic algorithm and linear programming method for least-cost design of water distribution systems. Water Resour Manage 24: 1-24.
9. Harmant Ph, Nace A, Kiene L, Fotoohi F (1999) Optimal supervision of drinking water distribution network. WRPMD, Proceedings of 29th Annual Water Resources Planning and Management Conference, Reston, VA.
10. Hart W, Murray R (2010) Review of sensor placement strategies for contamination warning systems in drinking water distribution systems. J Water Resour Plann Manag 136(6): 611-619.
11. Isovitsch SL, VanBriesen JM (2008) Sensor placement and optimization criteria dependencies in a water distribution system. J Water Resour Plann Manag 134(2): 186-196.
12. Kumar A, Kansal ML, Arora G (1997) Identification of monitoring stations in water distribution system. J Environ Eng 123(8): 748-752.
13. Lee BH, Deininger RA (1992) Optimal locations of monitoring stations in water distribution system. J Environ Eng 118(1): 4-16.
14. Madadgar S, Afshar A (2009) An improved continuous ant algorithm for optimization of water resources problems. Water Resour Manage 23: 2119-2139.
15. Maier HR, Simpson AR, Zecchin AC, Foong WK, Phang KY, Seah HY, Tan CL (2003) Ant colony optimization for design of water distribution systems. J Water Resour Plann Manag 129(3): 200-209.
16. Pontius FW (1990) Water quality and treatment, 4th edn. (AWWA) McGraw-Hill Book Co, New York.
17. Propato M (2006) Contamination warning in water networks: general mixed-integer linear models for sensor location design. J Water Resour Plann Manag 132(4): 225-233.
18. Rico-Ramirez V, Frausto-Hernandez S, Diwekar UM, Hernandez-Castro S (2007) Water networks security: a two-stage mixed-integer stochastic program for sensor placement under uncertainty. Comput Chem Eng 31: 565-573.
19. Rogers SW (2009) Multiobjective optimization of contaminant sensor locations in drinking water distribution systems using nodal importance concepts. Doctoral Dissertation in Environmental Engineering, Georgia Institute of Technology, USA.
20. U. S. Environmental Protection Agency (U. S. EPA) (2001) EPANET 2. 0, (http://www. gov/ORD/NRMRL/wserd/epanet. html).
21. Woo HM, Yoon JH, Choi DY (2001) Optimal monitoring sites based on water quality and quantity in water distribution systems. World Water and Environmental Resources Congress 2001, Reston, VA.