Article(id=1311351291549413687, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1311351152067830064, articleNumber=null, orderNo=null, doi=10.20040/j.cnki.1000-7709.2026.20250952, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1748448000000, receivedDateStr=2025-05-29, revisedDate=1752595200000, revisedDateStr=2025-07-16, acceptedDate=1758643200000, acceptedDateStr=2025-09-24, onlineDate=1790580111634, onlineDateStr=2026-09-28, pubDate=1769270400000, pubDateStr=2026-01-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1790580111634, onlineIssueDateStr=2026-09-28, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1790580111634, creator=13701087609, updateTime=1790580111634, updator=13701087609, issue=Issue{id=1311351152067830064, tenantId=1146029695717560320, journalId=1205116964453384197, year='2026', volume='44', issue='1', pageStart='1', pageEnd='246', issueExtLink='null', onlineDate='null', pubDate='1769270400000', pubDateStr='2026-01-25', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=1, specialIssue=null, createTime=1790580078378, creator='13701087609', updateTime=1790588459421, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1311386304772927717, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1311351152067830064, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1311386304772927718, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1311351152067830064, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=222, endPage=226, ext={EN=ArticleExt(id=1311351291708797240, articleId=1311351291549413687, tenantId=1146029695717560320, journalId=1205116964453384197, language=EN, title=Research on Medium-and Long-term Optimal Scheduling of Qingjiang Cascade Hydropower Stations Under Influence of Wind and Solar Power Generation, columnId=null, journalTitle=Water Resources and Power, columnName=null, runingTitle=null, highlight=null, articleAbstract=

To systematically investigate the impacts of wind and solar power integration on medium-to-long-term optimal scheduling of the Qingjiang cascade hydropower stations, a multi-objective optimization model for coordinated hydro-wind-solar operation was established. The objective function was reconstructed through objective transformation integrated with penalty mechanisms and solved using the progressive optimization algorithm (POA). Case studies demonstrate that the model simultaneously ensures system power generation while achieving complementary coordination between cascade station operations and renewable power output. Through analysis of complementary coordination effects and reservoir level variations, operational pattern modifications for the Qingjiang cascade reservoirs were extracted: following renewable integration, storage/discharge strategies should be prioritized for adjustment during wet/normal years based on inflow characteristics. This adaptation reserves additional storage capacity to flexibly accommodate complementary coordination requirements with renewables while fulfilling power generation demands.

, authors=Yuan-jian HUANG1, Hui QIN2a, 2b, Sheng-qin TU1, Hong-duan XU1, Di HUANG1, Feng DONG1, authorsList=Yuan-jian HUANG, Hui QIN, Sheng-qin TU, Hong-duan XU, Di HUANG, Feng DONG, authorCompany=null, correspAuthors=Hui QIN, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1311351292014981433, articleId=1311351291549413687, tenantId=1146029695717560320, journalId=1205116964453384197, language=CN, title=风光电源影响下的清江梯级电站中长期优化调度方式研究, columnId=1207271183679046476, journalTitle=水电能源科学, columnName=水电优化调度, runingTitle=null, highlight=null, articleAbstract=

为系统研究风光电源对清江梯级电站中长期优化调度的影响,建立了清江梯级电站水风光协同调度的多目标优化模型,采用目标转换与惩罚相结合的方法进行目标函数重构,并通过逐步优化算法进行求解。实例研究结果表明,该模型在保证系统发电量的同时也能使得梯级电站与风光出力过程形成互补;通过分析互补协调优化效果及梯级电站水位变化情况,提取了清江梯级水库调度方式变化规律,即在考虑风光电源后,应根据来水特征重点调整丰、平水年的蓄泄策略,以预留出更多库容灵活应对与风光互补需求和发电需求。

, authors=黄远见1, 覃晖2a, 2b, 涂圣勤1, 许红断1, 黄迪1, 董峰1, authorsList=黄远见, 覃晖, 涂圣勤, 许红断, 黄迪, 董峰, authorCompany=null, correspAuthors=覃晖, authorNote=

黄远见(1998-),男,硕士,研究方向为水库群优化调度,E-mail:

, correspAuthorsNote=
覃晖(1983-),男,博士、教授、博导,研究方向为水库群多目标优化调度,E-mail:
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黄远见(1998-),男,硕士,研究方向为水库群优化调度,E-mail:

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风光电源影响下的清江梯级电站中长期优化调度方式研究
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黄远见 1 , 覃晖 2a, 2b , 涂圣勤 1 , 许红断 1 , 黄迪 1 , 董峰 1
水电能源科学 | 水电优化调度 2026,44(1): 222-226
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水电能源科学 |水电优化调度 2026 , 44 (1) : 222 -226
风光电源影响下的清江梯级电站中长期优化调度方式研究
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黄远见1 , 覃晖2a, 2b , 涂圣勤1, 许红断1, 黄迪1, 董峰1
作者信息
  • 1.湖北清江水电开发有限责任公司,湖北 宜昌 430079
  • 2a.华中科技大学 土木与水利工程学院,湖北 武汉 430074
  • 2b.华中科技大学 数字流域科学与技术湖北省重点实验室,湖北 武汉 430074
通讯作者:
覃晖(1983-),男,博士、教授、博导,研究方向为水库群多目标优化调度,E-mail:
作者简介:

黄远见(1998-),男,硕士,研究方向为水库群优化调度,E-mail:

Research on Medium-and Long-term Optimal Scheduling of Qingjiang Cascade Hydropower Stations Under Influence of Wind and Solar Power Generation
Yuan-jian HUANG1 , Hui QIN2a, 2b , Sheng-qin TU1, Hong-duan XU1, Di HUANG1, Feng DONG1
Affiliations
  • 1.Hubei Qingjiang Hydroelectric Development Co., Ltd., Yichang 430079, China
  • 2a.School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
  • 2b.Hubei Key Laboratory of Digital Valley Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
出版时间: 2026-01-25 doi: 10.20040/j.cnki.1000-7709.2026.20250952
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为系统研究风光电源对清江梯级电站中长期优化调度的影响,建立了清江梯级电站水风光协同调度的多目标优化模型,采用目标转换与惩罚相结合的方法进行目标函数重构,并通过逐步优化算法进行求解。实例研究结果表明,该模型在保证系统发电量的同时也能使得梯级电站与风光出力过程形成互补;通过分析互补协调优化效果及梯级电站水位变化情况,提取了清江梯级水库调度方式变化规律,即在考虑风光电源后,应根据来水特征重点调整丰、平水年的蓄泄策略,以预留出更多库容灵活应对与风光互补需求和发电需求。

清江梯级电站  /  水风光协调运行  /  中长期  /  水位

To systematically investigate the impacts of wind and solar power integration on medium-to-long-term optimal scheduling of the Qingjiang cascade hydropower stations, a multi-objective optimization model for coordinated hydro-wind-solar operation was established. The objective function was reconstructed through objective transformation integrated with penalty mechanisms and solved using the progressive optimization algorithm (POA). Case studies demonstrate that the model simultaneously ensures system power generation while achieving complementary coordination between cascade station operations and renewable power output. Through analysis of complementary coordination effects and reservoir level variations, operational pattern modifications for the Qingjiang cascade reservoirs were extracted: following renewable integration, storage/discharge strategies should be prioritized for adjustment during wet/normal years based on inflow characteristics. This adaptation reserves additional storage capacity to flexibly accommodate complementary coordination requirements with renewables while fulfilling power generation demands.

Qingjiang cascade hydropower stations  /  hydro-wind-solar coordination operation  /  medium-long term  /  water level
黄远见, 覃晖, 涂圣勤, 许红断, 黄迪, 董峰. 风光电源影响下的清江梯级电站中长期优化调度方式研究. 水电能源科学, 2026 , 44 (1) : 222 -226 . DOI: 10.20040/j.cnki.1000-7709.2026.20250952
Yuan-jian HUANG, Hui QIN, Sheng-qin TU, Hong-duan XU, Di HUANG, Feng DONG. Research on Medium-and Long-term Optimal Scheduling of Qingjiang Cascade Hydropower Stations Under Influence of Wind and Solar Power Generation[J]. Water Resources and Power, 2026 , 44 (1) : 222 -226 . DOI: 10.20040/j.cnki.1000-7709.2026.20250952
  • 国家重点研发计划(2021YFC3200303)
  • 湖北清江水电开发有限责任公司科研项目(NBZZ202400751)
  • 国家自然科学基金重点项目(52039004)
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doi: 10.20040/j.cnki.1000-7709.2026.20250952
  • 接收时间:2025-05-29
  • 首发时间:2026-09-28
  • 出版时间:2026-01-25
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  • 收稿日期:2025-05-29
  • 修回日期:2025-07-16
  • 录用日期:2025-09-24
基金
国家重点研发计划(2021YFC3200303)
湖北清江水电开发有限责任公司科研项目(NBZZ202400751)
国家自然科学基金重点项目(52039004)
作者信息
    1.湖北清江水电开发有限责任公司,湖北 宜昌 430079
    2a.华中科技大学 土木与水利工程学院,湖北 武汉 430074
    2b.华中科技大学 数字流域科学与技术湖北省重点实验室,湖北 武汉 430074

通讯作者:

覃晖(1983-),男,博士、教授、博导,研究方向为水库群多目标优化调度,E-mail:
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https://castjournals.cast.org.cn/joweb/sdnykx/CN/10.20040/j.cnki.1000-7709.2026.20250952
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2种不同金属材料的力学参数
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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