Article(id=1222940986200806098, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1222940980886626474, articleNumber=null, orderNo=null, doi=10.20040/j.cnki.1000-7709.2023.20230285, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1677600000000, receivedDateStr=2023-03-01, revisedDate=1681228800000, revisedDateStr=2023-04-12, acceptedDate=null, acceptedDateStr=null, onlineDate=1769501452255, onlineDateStr=2026-01-27, pubDate=1700841600000, pubDateStr=2023-11-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1769501452255, onlineIssueDateStr=2026-01-27, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1769501452255, creator=13041195026, updateTime=1769501452255, updator=13041195026, issue=Issue{id=1222940980886626474, tenantId=1146029695717560320, journalId=1205116964453384197, year='2023', volume='41', issue='11', pageStart='1', pageEnd='226', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1769501450987, creator=13041195026, updateTime=1769501450987, updator=13041195026, preIssue=null, nextIssue=null, ext=null, issueFiles=null}, startPage=222, endPage=226, ext={EN=ArticleExt(id=1222940986486018789, articleId=1222940986200806098, tenantId=1146029695717560320, journalId=1205116964453384197, language=EN, title=Supply and Demand Balance Method of Hydro-thermal-wind-solar-storage System Based on Heuristic Unit Commitment Algorithm, columnId=1222940986393744094, journalTitle=Water Resources and Power, columnName=ENERGY, runingTitle=null, highlight=null, articleAbstract=

Under the background of building a new-type power systems, the hydro-thermal-wind-solar-storage system with a high proportion of new energy has become the main research object of power system planning. It is necessary to perform high-frequency iterative calculations on the long-term supply-demand balance of the hydro-thermal-wind-solarstorage system to achieve quantitative analysis of sensitive boundaries, which puts forward higher requirements for the calculation efficiency of the analysis method. Considering the working characteristics of various power sources and the output probability characteristics of new energy sources, this paper proposed a heuristic unit commitment algorithm based on operating rules, which realizes the daily determination of the unit start-up mode throughout the year, and further constructed a supply-demand balance model. Finally, a case study based on a regional power grid example proved that the proposed model and method were feasible and effective, which provides reference for analyzing long-term supply-demand balance of the hydro-thermal-wind-solar-storage system.

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在构建新型电力系统背景下,新能源高占比的水火风光储系统成为电力规划工作的主要研究对象。在实际规划分析工作中,需对水火风光储系统在长时间尺度上的供需平衡情况进行高频次迭代计算以实现对敏感边界的定量分析,这对平衡分析方法计算效率提出更高要求。综合考虑各类电源工作特性和新能源出力概率特性,提出了基于运行规则的启发式机组组合算法,实现全年尺度逐日确定机组开机方式,进一步构建了适用于水火风光储系统的供需平衡分析模型。最后基于区域电网算例开展仿真验证,结果证明所提模型及方法可行有效,为长时间尺度水火风光储系统电力供需平衡分析提供了参考。

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陆润钊(1994-),男,硕士、工程师,研究方向为电力电量平衡分析,E-mail:

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陆润钊(1994-),男,硕士、工程师,研究方向为电力电量平衡分析,E-mail:

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陆润钊(1994-),男,硕士、工程师,研究方向为电力电量平衡分析,E-mail:

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基于启发式机组组合算法的水火风光储系统供需平衡方法
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陆润钊 1 , 陈典 1 , 贺海磊 1 , 张松涛 1 , 张健 1 , 张彦涛 1 , 马丽亚 2 , 王衡 2
水电能源科学 | 能源 2023,41(11): 222-226
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水电能源科学 | 能源 2023, 41(11): 222-226
基于启发式机组组合算法的水火风光储系统供需平衡方法
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陆润钊1 , 陈典1, 贺海磊1, 张松涛1, 张健1, 张彦涛1, 马丽亚2, 王衡2
作者信息
  • 1.中国电力科学研究院有限公司,北京 100192
  • 2.国网新疆电力有限公司,新疆 乌鲁木齐 830002
  • 陆润钊(1994-),男,硕士、工程师,研究方向为电力电量平衡分析,E-mail:

Supply and Demand Balance Method of Hydro-thermal-wind-solar-storage System Based on Heuristic Unit Commitment Algorithm
Run-zhao LU1 , Dian CHEN1, Hai-lei HE1, Song-tao ZHANG1, Jian ZHANG1, Yan-tao ZHANG1, Li-ya MA2, Heng WANG2
Affiliations
  • 1.China Electric Power Research Institute, Beijing 100192, China
  • 2.State Grid Xinjiang Electric Power Co., Ltd., Urumqi 830002, China
出版时间: 2023-11-25 doi: 10.20040/j.cnki.1000-7709.2023.20230285
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在构建新型电力系统背景下,新能源高占比的水火风光储系统成为电力规划工作的主要研究对象。在实际规划分析工作中,需对水火风光储系统在长时间尺度上的供需平衡情况进行高频次迭代计算以实现对敏感边界的定量分析,这对平衡分析方法计算效率提出更高要求。综合考虑各类电源工作特性和新能源出力概率特性,提出了基于运行规则的启发式机组组合算法,实现全年尺度逐日确定机组开机方式,进一步构建了适用于水火风光储系统的供需平衡分析模型。最后基于区域电网算例开展仿真验证,结果证明所提模型及方法可行有效,为长时间尺度水火风光储系统电力供需平衡分析提供了参考。

机组组合  /  供需平衡  /  概率特性  /  水火风光储系统

Under the background of building a new-type power systems, the hydro-thermal-wind-solar-storage system with a high proportion of new energy has become the main research object of power system planning. It is necessary to perform high-frequency iterative calculations on the long-term supply-demand balance of the hydro-thermal-wind-solarstorage system to achieve quantitative analysis of sensitive boundaries, which puts forward higher requirements for the calculation efficiency of the analysis method. Considering the working characteristics of various power sources and the output probability characteristics of new energy sources, this paper proposed a heuristic unit commitment algorithm based on operating rules, which realizes the daily determination of the unit start-up mode throughout the year, and further constructed a supply-demand balance model. Finally, a case study based on a regional power grid example proved that the proposed model and method were feasible and effective, which provides reference for analyzing long-term supply-demand balance of the hydro-thermal-wind-solar-storage system.

unit commitment  /  supply-demand balance  /  probability characteristics  /  hydro-thermal-wind-solar-storage system
陆润钊, 陈典, 贺海磊, 张松涛, 张健, 张彦涛, 马丽亚, 王衡. 基于启发式机组组合算法的水火风光储系统供需平衡方法. 水电能源科学, 2023 , 41 (11) : 222 -226 . DOI: 10.20040/j.cnki.1000-7709.2023.20230285
Run-zhao LU, Dian CHEN, Hai-lei HE, Song-tao ZHANG, Jian ZHANG, Yan-tao ZHANG, Li-ya MA, Heng WANG. Supply and Demand Balance Method of Hydro-thermal-wind-solar-storage System Based on Heuristic Unit Commitment Algorithm[J]. Water Resources and Power, 2023 , 41 (11) : 222 -226 . DOI: 10.20040/j.cnki.1000-7709.2023.20230285
  • 国家电网公司总部科技项目高比例新能源电力系统长时间尺度功率平衡能力研究(5100-202055391A-0-0-00)
2023年第41卷第11期
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doi: 10.20040/j.cnki.1000-7709.2023.20230285
  • 接收时间:2023-03-01
  • 首发时间:2026-01-27
  • 出版时间:2023-11-25
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  • 收稿日期:2023-03-01
  • 修回日期:2023-04-12
基金
国家电网公司总部科技项目高比例新能源电力系统长时间尺度功率平衡能力研究(5100-202055391A-0-0-00)
作者信息
    1.中国电力科学研究院有限公司,北京 100192
    2.国网新疆电力有限公司,新疆 乌鲁木齐 830002
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https://castjournals.cast.org.cn/joweb/sdnykx/CN/10.20040/j.cnki.1000-7709.2023.20230285
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2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
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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