Optimal Operation of Multireservoir Systems: State-of-the-Art ReviewSource: Journal of Water Resources Planning and Management:;2004:;Volume ( 130 ):;issue: 002Author:John W. Labadie
DOI: 10.1061/(ASCE)0733-9496(2004)130:2(93)Publisher: American Society of Civil Engineers
Abstract: With construction of new large-scale water storage projects on the wane in the U.S. and other developed countries, attention must focus on improving the operational effectiveness and efficiency of existing reservoir systems for maximizing the beneficial uses of these projects. Optimal coordination of the many facets of reservoir systems requires the assistance of computer modeling tools to provide information for rational management and operational decisions. The purpose of this review is to assess the state-of-the-art in optimization of reservoir system management and operations and consider future directions for additional research and application. Optimization methods designed to prevail over the high-dimensional, dynamic, nonlinear, and stochastic characteristics of reservoir systems are scrutinized, as well as extensions into multiobjective optimization. Application of heuristic programming methods using evolutionary and genetic algorithms are described, along with application of neural networks and fuzzy rule-based systems for inferring reservoir system operating rules.
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| contributor author | John W. Labadie | |
| date accessioned | 2017-05-08T21:07:56Z | |
| date available | 2017-05-08T21:07:56Z | |
| date copyright | March 2004 | |
| date issued | 2004 | |
| identifier other | %28asce%290733-9496%282004%29130%3A2%2893%29.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl/handle/yetl/39884 | |
| description abstract | With construction of new large-scale water storage projects on the wane in the U.S. and other developed countries, attention must focus on improving the operational effectiveness and efficiency of existing reservoir systems for maximizing the beneficial uses of these projects. Optimal coordination of the many facets of reservoir systems requires the assistance of computer modeling tools to provide information for rational management and operational decisions. The purpose of this review is to assess the state-of-the-art in optimization of reservoir system management and operations and consider future directions for additional research and application. Optimization methods designed to prevail over the high-dimensional, dynamic, nonlinear, and stochastic characteristics of reservoir systems are scrutinized, as well as extensions into multiobjective optimization. Application of heuristic programming methods using evolutionary and genetic algorithms are described, along with application of neural networks and fuzzy rule-based systems for inferring reservoir system operating rules. | |
| publisher | American Society of Civil Engineers | |
| title | Optimal Operation of Multireservoir Systems: State-of-the-Art Review | |
| type | Journal Paper | |
| journal volume | 130 | |
| journal issue | 2 | |
| journal title | Journal of Water Resources Planning and Management | |
| identifier doi | 10.1061/(ASCE)0733-9496(2004)130:2(93) | |
| tree | Journal of Water Resources Planning and Management:;2004:;Volume ( 130 ):;issue: 002 | |
| contenttype | Fulltext |