Extraction of Flexible Multi-Objective Real-Time Reservoir Operation Rules

Water Resources Management

Volumn 28, Issue 1, 2014, Pages 131-147

  Ahmadi, M ^a   Bozorg Haddad, Omid ^a   Marino M A ^b  

^a UNIVERSITY OF TEHRAN   (Iran)

^b Univ of California   (United States)

Author keywords

Inflow forecasting; Multi objective optimization; NSGA II; Optimal operation rules; Pareto curve; Performance criteria of reservoir; Real time operation

Indexed keywords

CURVE FITTING; EQUATIONS OF STATE; FORECASTING; GENETIC ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION; REAL TIME SYSTEMS; WATER DISTRIBUTION SYSTEMS;

NSGA-II; OPTIMAL OPERATION; PARETO CURVE; PERFORMANCE CRITERION; REAL-TIME OPERATION;

RESERVOIRS (WATER);

DAM; FORECASTING METHOD; GENETIC ALGORITHM; INFLOW; MULTIOBJECTIVE PROGRAMMING; OPERATIONS TECHNOLOGY; OPTIMIZATION; REAL TIME; RESERVOIR;

EID: 84890881132     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-013-0476-z     Document Type: Article

References (32)

1. Afshar A, Shafii M, Bozorg Haddad O (2010) Optimizing multi-reservoir operation rules: an improved HBMO approach. J Hydroinf 13(1): 121-139.
2. Balter M, Fontane G (2006) "Use of multi-objective particle swarm optimization in water resources management" J Water Resour Plan Manag 134(3) (2008): 257-265.
3. Bozorg Haddad O, Mariño MA (2007) Dynamic penalty function as a strategy in solving water resources combinatorial optimization problems with honey-bee optimization (HBMO) algorithm. J Hydroinf 9(3): 233-250.
4. Bozorg Haddad O, Adams BJ, Mariño MA (2008a) Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm. J Water Supply: Res Technol - AQUA 57(5): 327-350.
5. Bozorg Haddad O, Afshar A, Mariño MA (2008b) Design-operation of multi-hydropower reservoirs: HBMO approach. Water Resour Manag 22(12): 1709-1722.
6. Bozorg Haddad O, Afshar A, Mariño MA (2008c) Honey-bee mating optimization (HBMO) algorithm in deriving optimal operation rules for reservoirs. J Hydroinform 10(3): 257-264.
7. Bozorg Haddad O, Afshar A, Mariño MA (2009) Optimization of non-convex water resource problems by honey-bee mating optimization (HBMO) algorithm. Eng Comput (Swansea, Wales) 26(3): 267-280.
8. Bozorg Haddad O, Afshar A, Mariño MA (2011) Multireservoir optimisation in discrete and continuous domains. Proc Inst Civil Eng: Water Manag 164(2): 57-72.
9. Chang FJ, Chen L, Chang LC (2003) Optimization the reservoir operating rule curves by Genetic Algorithm. Hydrol Process 19(11): 2277-2289.
10. Deb K, Agrawal S, Pratap A, Meyarivan T (2000) "A Fast Elitist Non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II.". Lecture notes in computer science, Proceedings of Parallel Problem Solving from Nature PPSN VI, Paris, France, September 16-20, pp. 849-858.
11. East V, Hall MJ (1994) "Water resources system optimization using Genetic Algorithms.", Hydroinformatics, In Proceedings of the first International Conference on Hydroinformatics, Baikema, Rotteram, The Netherlands, 19-23 September, 225-231.
12. Fallah-Mehdipour E, Bozorg Haddad O, Beygi S, Mariño MA (2011a) Effect of utility function curvature of Young's bargaining method on the design of WDNs. Water Resour Manag 25(9): 2197-2218.
13. Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2011b) MOPSO algorithm and its application in multipurpose multireservoir operations. J Hydroinf 14(4): 794-811.
14. Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2012a) Real-time operation of reservoir system by genetic programming. Water Resour Manag 26(14): 4091-4103.
15. Fallah-Mehdipour E, Bozorg Haddad O, Rezapour Tabari MM, Mariño MA (2012b) Extraction of decision alternatives in construction management projects: application and adaptation of NSGA-II and MOPSO. Expert Syst Appl 39(3): 2794-2803.
16. Farhangi M, Bozorg Haddad O, Mariño MA (2012) Evaluation of simulation and optimization models for WRP with performance indices. Proc Inst Civil Eng: Water Manag 165(5): 265-276.
17. Hashimoto T, Stedinger JR, Loucks DP (1982) Reliability, resilience and vulnerability criteria for water resource system performance evaluation. Water Resour Res 18(1): 14-20.
18. Jothiprakash V, Shanthi G, Arunkumar R (2011) Development of operational policy for a multi-reservoir system in India using genetic algorithm. Water Resour Manag 25(10): 2405-2423.
19. Minville M, Brissette F, Krau S, Leconte R (2009) Adaptation to climate change in the management of a Canadian water resources system exploited for hydropower. Water Resour Manag 23(14): 2965-2986.
20. Moradi-Jalal M, Bozorg Haddad O, Karney BW, Mariño MA (2007) Reservoir operation in assigning optimal multi-crop irrigation areas. Agric Water Manag 90(1-2): 149-159.
21. Noori H, Liaghat AM, Parsinejad M, Bozorg Haddad O (2012) Optimizing irrigation water allocation and multicrop planning using discrete PSO algorithm. J Irrig Drain Eng 138(5): 437-444.
22. Oliveira R, Loucks DP (1997) Operating rules for multireserovir system. Water Resour Res 33(4): 839-852.
23. Ostadrahimi L, Mariño MA, Afshar A (2012) Multi-reservoir operation rules: multi-swarm PSO-based optimization approach. Water Resour Manag 26(2): 407-427.
24. Ping Suen J, Wayland EJ, Herricks E (2005) "Integerating ecological flow regims in water resources management using multiobjective analysis", Impacts of Global Climate Change Proceedings of World Water and Environmental Resources Congress, Alaska, USA, 15-19 May.
25. Raje D, Mujumdar PP (2009) "Reservoir performance under uncertainty in hydrologic impacts of climate change". Adv Water Resour 33(3): 312-326.
26. Rasoulzadeh-Gharibdousti S, Bozorg Haddad O, Mariño MA (2011) Optimal design and operation of pumping stations using NLP-GA. Proc Inst Civil Eng: Water Manag 164(4): 163-171.
27. Reddy M, Janga M, Kumar D (2007) Multiobjective differential evolution with application to reservoir system optimization. J Comput Civ Eng 21(2): 136-146.
28. Sabbaghpour S, Naghashzadehgan M, Javaherdeh K, Bozorg Haddad O (2012) HBMO algorithm for calibrating water distribution network of Langarud city. Water Sci Technol 65(9): 1564-1569.
29. Shokri A, Bozorg Haddad O, Mariño MA (2013) Algorithm for increasing the speed of evolutionary optimization and its accuracy in multi-objective problems. Water Resour Manag 27(7): 2231-2249.
30. Tabari MMR, Soltani J (2013) multi-objective optimal model for conjunctive use management using SGAs and NSGAII models. Water Resour Manag 27(1): 37-53.
31. Tung C, Hsu S, Liu CM, Jr Li S (2003) Application of the genetic algorithm for optimizing operation rules of the LiYuTan reservoir in Taiwan. J Am Water Resour Assoc 39(3): 649-657.
32. Yeh WWG (1985) Reservoir management and operations models: a state-of-the-art review. Water Resour Res 21(12): 1797-1818.