Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis

In making short-term optimal operation schemes of cascade reservoirs, water flow hysteresis between the upper reservoir and the lower reservoir is often considered as constant, which cannot really reflect the hysteresis variation between different water flows and will lead to losses of the optimal o...

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Main Authors: Yanke Zhang, Yuan Liu, Yueqiu Wu, Changming Ji, Qiumei Ma
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/11/10/2098
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spelling doaj-35869c02e5474a86aed10d97bc70f99d2020-11-25T01:27:37ZengMDPI AGWater2073-44412019-10-011110209810.3390/w11102098w11102098Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow HysteresisYanke Zhang0Yuan Liu1Yueqiu Wu2Changming Ji3Qiumei Ma4School of Renewable Energy, North China Electric Power University, Beijing 102206, ChinaSchool of Renewable Energy, North China Electric Power University, Beijing 102206, ChinaSchool of Renewable Energy, North China Electric Power University, Beijing 102206, ChinaSchool of Renewable Energy, North China Electric Power University, Beijing 102206, ChinaSchool of Renewable Energy, North China Electric Power University, Beijing 102206, ChinaIn making short-term optimal operation schemes of cascade reservoirs, water flow hysteresis between the upper reservoir and the lower reservoir is often considered as constant, which cannot really reflect the hysteresis variation between different water flows and will lead to losses of the optimal operation scheme’s benefit. To depict the water flow hysteresis, a Dynamic Water Flow Hysteresis Method (DWFHM) is proposed, based on the space mapping principle. With the mapping operator in the DWFHM, the lower reservoir inflow can be directly obtained. Besides, the DWFHM is used to deal with the hydraulic relation constraint in the short-term optimal operation model of cascade reservoirs. Then, the improved model is applied to the Jinguan cascade reservoirs in the Yalong River basin and solved by an Improved Progressive Optimal Algorithm (IPOA). The results are as follows. (1) Compared with the traditional Fixed Water Flow Hysteresis Method (FWFHM), the inflow processes of the lower reservoir obtained by the DWFHM are more in line with the actual values, due to full consideration of the attenuation effect. (2) The optimal operation with the DWFHM can effectively increase the generated energy (2827 MW·h and 504 MW·h in the non-flood season and the flood season, respectively). Through the analysis of this case, the DWFHM developed in this study can effectively improve the practicability of the optimal operation scheme and reduce the risk in the operation of cascade reservoirs.https://www.mdpi.com/2073-4441/11/10/2098short-term optimal operationwater flow hysteresisspace mapping principleipoa
collection DOAJ
language English
format Article
sources DOAJ
author Yanke Zhang
Yuan Liu
Yueqiu Wu
Changming Ji
Qiumei Ma
spellingShingle Yanke Zhang
Yuan Liu
Yueqiu Wu
Changming Ji
Qiumei Ma
Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis
Water
short-term optimal operation
water flow hysteresis
space mapping principle
ipoa
author_facet Yanke Zhang
Yuan Liu
Yueqiu Wu
Changming Ji
Qiumei Ma
author_sort Yanke Zhang
title Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis
title_short Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis
title_full Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis
title_fullStr Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis
title_full_unstemmed Short-Term Optimal Operation of Cascade Reservoirs Considering Dynamic Water Flow Hysteresis
title_sort short-term optimal operation of cascade reservoirs considering dynamic water flow hysteresis
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2019-10-01
description In making short-term optimal operation schemes of cascade reservoirs, water flow hysteresis between the upper reservoir and the lower reservoir is often considered as constant, which cannot really reflect the hysteresis variation between different water flows and will lead to losses of the optimal operation scheme’s benefit. To depict the water flow hysteresis, a Dynamic Water Flow Hysteresis Method (DWFHM) is proposed, based on the space mapping principle. With the mapping operator in the DWFHM, the lower reservoir inflow can be directly obtained. Besides, the DWFHM is used to deal with the hydraulic relation constraint in the short-term optimal operation model of cascade reservoirs. Then, the improved model is applied to the Jinguan cascade reservoirs in the Yalong River basin and solved by an Improved Progressive Optimal Algorithm (IPOA). The results are as follows. (1) Compared with the traditional Fixed Water Flow Hysteresis Method (FWFHM), the inflow processes of the lower reservoir obtained by the DWFHM are more in line with the actual values, due to full consideration of the attenuation effect. (2) The optimal operation with the DWFHM can effectively increase the generated energy (2827 MW·h and 504 MW·h in the non-flood season and the flood season, respectively). Through the analysis of this case, the DWFHM developed in this study can effectively improve the practicability of the optimal operation scheme and reduce the risk in the operation of cascade reservoirs.
topic short-term optimal operation
water flow hysteresis
space mapping principle
ipoa
url https://www.mdpi.com/2073-4441/11/10/2098
work_keys_str_mv AT yankezhang shorttermoptimaloperationofcascadereservoirsconsideringdynamicwaterflowhysteresis
AT yuanliu shorttermoptimaloperationofcascadereservoirsconsideringdynamicwaterflowhysteresis
AT yueqiuwu shorttermoptimaloperationofcascadereservoirsconsideringdynamicwaterflowhysteresis
AT changmingji shorttermoptimaloperationofcascadereservoirsconsideringdynamicwaterflowhysteresis
AT qiumeima shorttermoptimaloperationofcascadereservoirsconsideringdynamicwaterflowhysteresis
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