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Erschienen in: Water Resources Management 6/2015

01.04.2015

Development of Real-Time Conjunctive Use Operation Rules for Aquifer-Reservoir Systems

verfasst von: Elahe Fallah-Mehdipour, Omid Bozorg Haddad, Saeed Alimohammadi, Hugo A. Loáiciga

Erschienen in: Water Resources Management | Ausgabe 6/2015

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Abstract

Real-time operation rules are strategies that use prior and current system states to achieve desired conditions in future periods. Commonly, these rules are based on estimates of current and future inflows, current aquifer and reservoir storages, hydraulic heads, power plant capacities and energy demands, and water demand values from users. This paper proposes the development and implementation of a linear real-time operation rule for lumped and distributed aquifer-reservoir systems. A fixed length gene genetic programming (FLGGP) approach is applied to find linear operation rules for a lumped aquifer- reservoir system and compared to an approach using genetic algorithms (GA). Results obtained with the FLGGP are significantly better (over 30 %) than those calculated with GA. The added functions and mathematical operators of the FLGGP create more effective operation rules in a conjunctive aquifer-reservoir system. In addition, lumped and distributed model performances are compared. Results obtained show reliability higher and vulnerability lower for water allocations in distributed aquifer-reservoir systems than those corresponding to lumped systems.

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Literatur
Zurück zum Zitat Afshar A, Zahraei A, Mariño MA (2010) Large-scale nonlinear conjunctive use optimization problem: decomposition algorithm. J Water Resour Plan Manag 136(1):59–71CrossRef Afshar A, Zahraei A, Mariño MA (2010) Large-scale nonlinear conjunctive use optimization problem: decomposition algorithm. J Water Resour Plan Manag 136(1):59–71CrossRef
Zurück zum Zitat Ahmadi M, Bozorg Haddad O, Mariño MA (2014) Extraction of flexible multi-objective real-time reservoir operation rules. Water Resour Manag 28(1):131–147CrossRef Ahmadi M, Bozorg Haddad O, Mariño MA (2014) Extraction of flexible multi-objective real-time reservoir operation rules. Water Resour Manag 28(1):131–147CrossRef
Zurück zum Zitat Alimohammadi S, Afshar A, Mariño MA (2009) Cyclic storage systems optimization: semidistributed parameter approach. J Am Water Works Assoc 101(2):90–103 Alimohammadi S, Afshar A, Mariño MA (2009) Cyclic storage systems optimization: semidistributed parameter approach. J Am Water Works Assoc 101(2):90–103
Zurück zum Zitat Bear J (1979) Hydraulics of groundwater. McGraw-Hill Publishing Co., New York Bear J (1979) Hydraulics of groundwater. McGraw-Hill Publishing Co., New York
Zurück zum Zitat Beygi S, Bozorg Haddad O, Fallah-Mehdipour E, Mariño MA (2014) Bargaining models for optimal design of water distribution networks. J Water Resour Plan Manag 140(1):92–99CrossRef Beygi S, Bozorg Haddad O, Fallah-Mehdipour E, Mariño MA (2014) Bargaining models for optimal design of water distribution networks. J Water Resour Plan Manag 140(1):92–99CrossRef
Zurück zum Zitat Bolouri-Yazdeli Y, Bozorg Haddad O, Fallah-Mehdipour E, Mariño MA (2014) Evaluation of real-time operation rules in reservoir systems operation. Water Resour Manag 28(3):715–729CrossRef Bolouri-Yazdeli Y, Bozorg Haddad O, Fallah-Mehdipour E, Mariño MA (2014) Evaluation of real-time operation rules in reservoir systems operation. Water Resour Manag 28(3):715–729CrossRef
Zurück zum Zitat Bozorg Haddad O, Mariño MA (2011) Optimum operation of wells in coastal aquifers. Proc Inst Civ Eng Water Manag 164(3):135–146. doi:10.1680/wama.1000037 Bozorg Haddad O, Mariño MA (2011) Optimum operation of wells in coastal aquifers. Proc Inst Civ Eng Water Manag 164(3):135–146. doi:10.​1680/​wama.​1000037
Zurück zum Zitat Bozorg Haddad O, Adams BJ, Mariño MA (2008) Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm. J Water Suppl Res Technol AQUA 57(5):327–350 Bozorg Haddad O, Adams BJ, Mariño MA (2008) Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm. J Water Suppl Res Technol AQUA 57(5):327–350
Zurück zum Zitat Bozorg Haddad O, Moradi-Jalal M, Mirmomeni M, Kholghi MKH, Mariño MA (2009) Optimal cultivation rules in multi-crop irrigation areas. Irrig Drain 58(1):38–49CrossRef Bozorg Haddad O, Moradi-Jalal M, Mirmomeni M, Kholghi MKH, Mariño MA (2009) Optimal cultivation rules in multi-crop irrigation areas. Irrig Drain 58(1):38–49CrossRef
Zurück zum Zitat Bozorg Haddad O, Mirmomeni M, Zarezadeh Mehrizi M, Mariño MA (2010a) Finding the shortest path with honey-bee mating optimization algorithm in project management problems with constrained/unconstrained resources. Comput Optim Appl 47(1):97–128CrossRef Bozorg Haddad O, Mirmomeni M, Zarezadeh Mehrizi M, Mariño MA (2010a) Finding the shortest path with honey-bee mating optimization algorithm in project management problems with constrained/unconstrained resources. Comput Optim Appl 47(1):97–128CrossRef
Zurück zum Zitat Bozorg Haddad O, Mirmomeni M, Mariño MA (2010b) Optimal design of stepped spillways using the HBMO algorithm. Civ Eng Environ Syst 27(1):81–94CrossRef Bozorg Haddad O, Mirmomeni M, Mariño MA (2010b) Optimal design of stepped spillways using the HBMO algorithm. Civ Eng Environ Syst 27(1):81–94CrossRef
Zurück zum Zitat Bozorg Haddad O, Afshar A, Mariño MA (2011a) Multireservoir optimisation in discrete and continuous domains. Proc Inst Civ Eng Water Manag 164(2):57–72. doi:10.1680/wama.900077 Bozorg Haddad O, Afshar A, Mariño MA (2011a) Multireservoir optimisation in discrete and continuous domains. Proc Inst Civ Eng Water Manag 164(2):57–72. doi:10.​1680/​wama.​900077
Zurück zum Zitat Bozorg Haddad O, Rezapour Tabari MM, Fallah-Mehdipour E, Mariño MA (2013) Groundwater model calibration by meta-heuristic algorithms. Water Resour Manag 27(7):2515–2529CrossRef Bozorg Haddad O, Rezapour Tabari MM, Fallah-Mehdipour E, Mariño MA (2013) Groundwater model calibration by meta-heuristic algorithms. Water Resour Manag 27(7):2515–2529CrossRef
Zurück zum Zitat Buras N (1963) Conjunctive operation of dams and aquifers. J Hydraul Div 89(6):111–131 Buras N (1963) Conjunctive operation of dams and aquifers. J Hydraul Div 89(6):111–131
Zurück zum Zitat 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):2197–2218CrossRef 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):2197–2218CrossRef
Zurück zum Zitat Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2011b) MOPSO algorithm and its application in multipurpose multireservoir operations. J Hydroinf 13(4):794–811CrossRef Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2011b) MOPSO algorithm and its application in multipurpose multireservoir operations. J Hydroinf 13(4):794–811CrossRef
Zurück zum Zitat Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2012a) Real-time operation of reservoir system by genetic programming. Water Resour Manag 26(14):4091–4103CrossRef Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2012a) Real-time operation of reservoir system by genetic programming. Water Resour Manag 26(14):4091–4103CrossRef
Zurück zum Zitat 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):2794–2803CrossRef 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):2794–2803CrossRef
Zurück zum Zitat Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2013a) Developing reservoir operational decision rule by genetic programming. J Hydroinf 15(1):103–119CrossRef Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2013a) Developing reservoir operational decision rule by genetic programming. J Hydroinf 15(1):103–119CrossRef
Zurück zum Zitat Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2013b) Extraction of multi-crop planning rules in a reservoir system: application of evolutionary algorithms. J Irrig Drain Eng 139(6):490–498CrossRef Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2013b) Extraction of multi-crop planning rules in a reservoir system: application of evolutionary algorithms. J Irrig Drain Eng 139(6):490–498CrossRef
Zurück zum Zitat Fallah-Mehdipour E, Bozorg Haddad O, Orouji H, Mariño MA (2013c) Application of genetic programming in stage hydrograph routing of open channels. Water Resour Manag 27(9):3261–3272CrossRef Fallah-Mehdipour E, Bozorg Haddad O, Orouji H, Mariño MA (2013c) Application of genetic programming in stage hydrograph routing of open channels. Water Resour Manag 27(9):3261–3272CrossRef
Zurück zum Zitat Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2013d) Extraction of optimal operation rules in aquifer-dam system: a genetic programming approach. J Irrig Drain Eng 139(10):872–879CrossRef Fallah-Mehdipour E, Bozorg Haddad O, Mariño MA (2013d) Extraction of optimal operation rules in aquifer-dam system: a genetic programming approach. J Irrig Drain Eng 139(10):872–879CrossRef
Zurück zum Zitat Karahan H, Ayvaz MT (2005) Transient groundwater modeling using spreadsheets. Adv Eng Softw 36(6):374–384CrossRef Karahan H, Ayvaz MT (2005) Transient groundwater modeling using spreadsheets. Adv Eng Softw 36(6):374–384CrossRef
Zurück zum Zitat Karamouz M, Kerachian R, Zahraie B (2004) Monthly water resources and irrigation planning: case study of conjunctive use of surface and groundwater resources. J Irrig Drain Eng 130(5):391–402CrossRef Karamouz M, Kerachian R, Zahraie B (2004) Monthly water resources and irrigation planning: case study of conjunctive use of surface and groundwater resources. J Irrig Drain Eng 130(5):391–402CrossRef
Zurück zum Zitat Mobasheri F, Sharon G (1969) Optimal conjunctive use of surface and ground water: a non-linear programming approach. J Hydrol 50(11):609–619 Mobasheri F, Sharon G (1969) Optimal conjunctive use of surface and ground water: a non-linear programming approach. J Hydrol 50(11):609–619
Zurück zum Zitat Nishikawa T (1998) Water resources optimization model for Santa Barbara, California. J Water Resour Plan Manag 124(5):252–263CrossRef Nishikawa T (1998) Water resources optimization model for Santa Barbara, California. J Water Resour Plan Manag 124(5):252–263CrossRef
Zurück zum Zitat Noory 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):437–444CrossRef Noory 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):437–444CrossRef
Zurück zum Zitat Orouji H, Bozorg Haddad O, Fallah-Mehdipour E, Mariño MA (2013) Estimation of Muskingum parameter by meta-heuristic algorithms. Proc Inst Civ Eng Water Manag 166(6):315–324. doi:10.1680/wama.11.00068 Orouji H, Bozorg Haddad O, Fallah-Mehdipour E, Mariño MA (2013) Estimation of Muskingum parameter by meta-heuristic algorithms. Proc Inst Civ Eng Water Manag 166(6):315–324. doi:10.​1680/​wama.​11.​00068
Zurück zum Zitat Rabunal JR, Puertas J, Suarez J, Rivero D (2007) Determination of the unit hydrograph of a typical urban basin genetic programming and artificial neural networks. Hydrol Process 21(4):476–485CrossRef Rabunal JR, Puertas J, Suarez J, Rivero D (2007) Determination of the unit hydrograph of a typical urban basin genetic programming and artificial neural networks. Hydrol Process 21(4):476–485CrossRef
Zurück zum Zitat Rezapour Tabari M, Soltani J (2013) Multi-objective optimal model for conjunctive use management using SGAs and NSGA-II models. Water Resour Manag 27(1):37–53CrossRef Rezapour Tabari M, Soltani J (2013) Multi-objective optimal model for conjunctive use management using SGAs and NSGA-II models. Water Resour Manag 27(1):37–53CrossRef
Zurück zum Zitat Safavi HR, Esmikhani M (2013) Conjunctive use of surface water and groundwater: application of support vector machines (SVMs) and genetic algorithms. Water Resour Manag 27(7):2623–2644CrossRef Safavi HR, Esmikhani M (2013) Conjunctive use of surface water and groundwater: application of support vector machines (SVMs) and genetic algorithms. Water Resour Manag 27(7):2623–2644CrossRef
Zurück zum Zitat Safavi HR, Darzi F, Mariño MA (2010) Simulation- optimization modeling of conjunctive use of surface water and groundwater. Water Resour Manag 24(10):1965–1988CrossRef Safavi HR, Darzi F, Mariño MA (2010) Simulation- optimization modeling of conjunctive use of surface water and groundwater. Water Resour Manag 24(10):1965–1988CrossRef
Zurück zum Zitat Savic DA, Walters GA, Davidson JW (1999) A genetic programming approach to rainfall-runoff modeling. Water Resour Manag 13(3):219–231CrossRef Savic DA, Walters GA, Davidson JW (1999) A genetic programming approach to rainfall-runoff modeling. Water Resour Manag 13(3):219–231CrossRef
Zurück zum Zitat Seifollahi-Aghmiuni S, Bozorg Haddad O, Omid MH, Mariño MA (2011) Long-term efficiency of water networks with demand uncertainty. Proc Inst Civ Eng Water Manag 164(3):147–159. doi:10.1680/wama.1000039 Seifollahi-Aghmiuni S, Bozorg Haddad O, Omid MH, Mariño MA (2011) Long-term efficiency of water networks with demand uncertainty. Proc Inst Civ Eng Water Manag 164(3):147–159. doi:10.​1680/​wama.​1000039
Zurück zum Zitat Seifollahi-Aghmiuni S, Bozorg Haddad O, Omid MH, Mariño MA (2013) Effects of pipe roughness uncertainty on water distribution network performance during its operational period. Water Resour Manag 27(5):1581–1599CrossRef Seifollahi-Aghmiuni S, Bozorg Haddad O, Omid MH, Mariño MA (2013) Effects of pipe roughness uncertainty on water distribution network performance during its operational period. Water Resour Manag 27(5):1581–1599CrossRef
Zurück zum Zitat 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):2231–2249CrossRef 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):2231–2249CrossRef
Zurück zum Zitat Sivapragasam C, Maheswaran R, Venkatesh V (2008) Genetic programming approach for flood routing in natural channels. Hydrol Process 22(5):623–628CrossRef Sivapragasam C, Maheswaran R, Venkatesh V (2008) Genetic programming approach for flood routing in natural channels. Hydrol Process 22(5):623–628CrossRef
Zurück zum Zitat Wang W-C, Chau K-W, Cheng C-T, Qiu L (2009) A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series. J Hydrol 374(3–4):294–306CrossRef Wang W-C, Chau K-W, Cheng C-T, Qiu L (2009) A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series. J Hydrol 374(3–4):294–306CrossRef
Zurück zum Zitat Yang C-C, Chang L-C, Chen C-S, Yeh M-S (2009) Multi-objective planning for conjunctive use of surface and subsurface water using genetic algorithm and dynamics programming. Water Resour Manag 23(3):417–437CrossRef Yang C-C, Chang L-C, Chen C-S, Yeh M-S (2009) Multi-objective planning for conjunctive use of surface and subsurface water using genetic algorithm and dynamics programming. Water Resour Manag 23(3):417–437CrossRef
Metadaten
Titel
Development of Real-Time Conjunctive Use Operation Rules for Aquifer-Reservoir Systems
verfasst von
Elahe Fallah-Mehdipour
Omid Bozorg Haddad
Saeed Alimohammadi
Hugo A. Loáiciga
Publikationsdatum
01.04.2015
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 6/2015
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-015-0917-y

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