A penalty-based optimization for reservoirs system management

A model is presented for planning the operations of interconnected surface water resource facilities equipped with hydroelectric power stations. These facilities are operated for the purpose of water supply, hydroelectric power generation and low flow augmentation for navigation purpose. The model i...

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Published inComputers & industrial engineering Vol. 28; no. 2; pp. 409 - 422
Main Author Sylla, C.
Format Journal Article
LanguageEnglish
Published Seoul Elsevier Ltd 1995
Oxford Pergamon Press
New York, NY Pergamon Press Inc
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Abstract A model is presented for planning the operations of interconnected surface water resource facilities equipped with hydroelectric power stations. These facilities are operated for the purpose of water supply, hydroelectric power generation and low flow augmentation for navigation purpose. The model is formulated as a deterministic large-scale nonlinear program, with decision variables being the monthly reservoir releases, and canal and pipeline flows through turbines. A solution procedure is proposed based on penalty method in which the nonlinear constraints are assigned penalty weights and moved to the objective function. The resulting problem with linear constraints is solved using reduced gradient techniques. The calculations of the reduced gradient is carried out efficiently by utilizing the special structure of the matrix involved in the linear equality constraints. The results of this procedure are compared against those obtained using a subgradient optimization algorithm. The method has been validated using a five-reservoir system of the Senegal River Basin in West Africa, where it serves as the model-base of the planning decision support system.
AbstractList A model is presented for planning the operations of interconnected surface water resource facilities equipped with hydroelectric power stations. These facilities are operated for the purpose of water supply, hydroelectric power generation and low flow augmentation for navigation purpose. The model is formulated as a deterministic large-scale nonlinear program, with decision variables being the monthly reservoir releases, and canal and pipeline flows through turbines. A solution procedure is proposed based on penalty method in which the nonlinear constraints are assigned penalty weights and moved to the objective function. The resulting problem with linear constraints is solved using reduced gradient techniques. The calculations of the reduced gradient is carried out efficiently by utilizing the special structure of the matrix involved in the linear equality constraints. The results of this procedure are compared against those obtained using a subgradient optimization algorithm. The method has been validated using a five-reservoir system of the Senegal River Basin in West Africa, where it serves as the model-base of the planning decision support system.
A model is presented for planning the operations of interconnected surface water resource facilities equipped with hydroelectric power stations. These facilities are operated for the purpose of water supply, hydroelectric power generation and low flow augmentation for navigation purpose. The model is formulated as a deterministic large-scale nonlinear program, with decision variable being the monthly reservoir releases, and canal and pipeline flows through turbines. A solution procedure is proposed based on penalty method in which the nonlinear constraints are assigned penalty weights and moved to the objective function. The resulting problem with linear constraints is solved using reduced gradient techniques. The calculations of the reduced gradient is carried out efficiently by utilizing the special structure of the matrix involved in the linear equality constraints. The results of this procedure are compared against those obtained using a subgradient optimization algorithm. The method has been validated using a 5-reservoir system of the Senegal River Basin in West Africa, where it serves as the model-base of the planning decision support system.
Author Sylla, C.
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Issue 2
Keywords algorithms
canals
water management
reservoirs
water supply
supply
surface water
planning
power plants
navigation
pipelines
water resources
optimization
Deterministic model
programs
Language English
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Snippet A model is presented for planning the operations of interconnected surface water resource facilities equipped with hydroelectric power stations. These...
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StartPage 409
SubjectTerms Decision support systems
Earth sciences
Earth, ocean, space
Exact sciences and technology
Hydroelectric plants
Hydroelectric power
Hydrology. Hydrogeology
Mathematical models
Operations research
Studies
Water resources
Title A penalty-based optimization for reservoirs system management
URI https://dx.doi.org/10.1016/0360-8352(94)00038-O
https://www.proquest.com/docview/213756641
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Volume 28
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