Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization

This study proposes a hedging rule model which is composed of a two-period reservior operation model considering the damage depth and hedging rule parameter optimization model. The former solves hedging rules based on a given poriod’s water supply weighting factor and carryover storage target, while...

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Main Authors: Yi Ji, Xiaohui Lei, Siyu Cai, Xu Wang
Format: Article
Language:English
Published: MDPI AG 2016-06-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/8/6/249
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spelling doaj-5e559613f14c4209ad6bcbf8cb2750732020-11-24T21:22:15ZengMDPI AGWater2073-44412016-06-018624910.3390/w8060249w8060249Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and OptimizationYi Ji0Xiaohui Lei1Siyu Cai2Xu Wang3Key Laboratory of Beijing for Water Quality Science and Water Environment Recovery Engineering, College of Architecture and Civil Engineering, Beijing University of Technology, Beijing 100124, ChinaState Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, ChinaState Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, ChinaState Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, ChinaThis study proposes a hedging rule model which is composed of a two-period reservior operation model considering the damage depth and hedging rule parameter optimization model. The former solves hedging rules based on a given poriod’s water supply weighting factor and carryover storage target, while the latter optimization model is used to optimize the weighting factor and carryover storage target based on the hedging rules. The coupling model gives the optimal poriod’s water supply weighting factor and carryover storage target to guide release. The conclusions achieved from this study as follows: (1) the water supply weighting factor and carryover storage target have a direct impact on the three elements of the hedging rule; (2) parameters can guide reservoirs to supply water reasonably after optimization of the simulation and optimization model; and (3) in order to verify the utility of the hedging rule, the Heiquan reservoir is used as a case study and particle swarm optimization algorithm with a simulation model is adopted for optimizing the parameter. The results show that the proposed hedging rule can improve the operation performances of the water supply reservoir.http://www.mdpi.com/2073-4441/8/6/249hedging ruletwo-period modelacceptable damage depthsimulation and optimization model
collection DOAJ
language English
format Article
sources DOAJ
author Yi Ji
Xiaohui Lei
Siyu Cai
Xu Wang
spellingShingle Yi Ji
Xiaohui Lei
Siyu Cai
Xu Wang
Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization
Water
hedging rule
two-period model
acceptable damage depth
simulation and optimization model
author_facet Yi Ji
Xiaohui Lei
Siyu Cai
Xu Wang
author_sort Yi Ji
title Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization
title_short Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization
title_full Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization
title_fullStr Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization
title_full_unstemmed Hedging Rules for Water Supply Reservoir Based on the Model of Simulation and Optimization
title_sort hedging rules for water supply reservoir based on the model of simulation and optimization
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2016-06-01
description This study proposes a hedging rule model which is composed of a two-period reservior operation model considering the damage depth and hedging rule parameter optimization model. The former solves hedging rules based on a given poriod’s water supply weighting factor and carryover storage target, while the latter optimization model is used to optimize the weighting factor and carryover storage target based on the hedging rules. The coupling model gives the optimal poriod’s water supply weighting factor and carryover storage target to guide release. The conclusions achieved from this study as follows: (1) the water supply weighting factor and carryover storage target have a direct impact on the three elements of the hedging rule; (2) parameters can guide reservoirs to supply water reasonably after optimization of the simulation and optimization model; and (3) in order to verify the utility of the hedging rule, the Heiquan reservoir is used as a case study and particle swarm optimization algorithm with a simulation model is adopted for optimizing the parameter. The results show that the proposed hedging rule can improve the operation performances of the water supply reservoir.
topic hedging rule
two-period model
acceptable damage depth
simulation and optimization model
url http://www.mdpi.com/2073-4441/8/6/249
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AT siyucai hedgingrulesforwatersupplyreservoirbasedonthemodelofsimulationandoptimization
AT xuwang hedgingrulesforwatersupplyreservoirbasedonthemodelofsimulationandoptimization
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