Article(id=1321491423040491717, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1321491360620851250, articleNumber=null, orderNo=null, doi=10.13234/j.issn.2095-2805.2025.7.191, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1668355200000, receivedDateStr=2022-11-14, revisedDate=1678636800000, revisedDateStr=2023-03-13, acceptedDate=1679328000000, acceptedDateStr=2023-03-21, onlineDate=1792997707375, onlineDateStr=2026-10-26, pubDate=1764432000000, pubDateStr=2025-11-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1792997707375, onlineIssueDateStr=2026-10-26, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1792997707375, creator=13701087609, updateTime=1792997707375, updator=13701087609, issue=Issue{id=1321491360620851250, tenantId=1146029695717560320, journalId=1146031654075715584, year='2025', volume='23', issue='7', pageStart='1', pageEnd='348', issueExtLink='null', onlineDate='null', pubDate='1764432000000', pubDateStr='2025-11-30', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1792997692494, creator='13701087609', updateTime=1792997936183, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1321492382776931282, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1321491360620851250, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1321492382776931283, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1321491360620851250, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=191, endPage=199, ext={EN=ArticleExt(id=1321491423459922118, articleId=1321491423040491717, tenantId=1146029695717560320, journalId=1146031654075715584, language=EN, title=Distributed Design and Optimization of Microgrid Optimization Scheduling Model Based on Ecological Game Thinking, columnId=1152281492550987902, journalTitle=Journal of Power Supply, columnName=Renewable Energy System, runingTitle=null, highlight=null, articleAbstract=

The scheduling model based on a microgrid virtual distributed cloud energy storage ecosystem can solve the problem of random analysis caused by power distribution and effectively reduce the electricity consumption cost, which has distinct advantages compared with the traditional distributed energy storage system. In this paper, through the introduction of a concept of natural ecosystem to the distributed energy storage system, the operators are added to the microgrid system, forming the users under the cloud energy storage system, operators, microgrid system operators, and a dynamic energy storage system with the conventional load agent design. By dispatching the electrical energy in the microgrid and the cloud energy storage system in real-time, the electricity consumption cost in the virtual distributed cloud energy storage system is reduced, and the power load curve is optimized, thus realizing a dynamic multi-entity balance in the game model and benefits as well.

, authors=Shimin RONG1, Cong WANG1, Diansheng LUO2, Bin WU1, Jie ZHAO1, Jiakun AN3, authorsList=Shimin RONG, Cong WANG, Diansheng LUO, Bin WU, Jie ZHAO, Jiakun AN, authorCompany=null, correspAuthors=Cong WANG, 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=1321491426035224777, articleId=1321491423040491717, tenantId=1146029695717560320, journalId=1146031654075715584, language=CN, title=基于生态博弈思维的微电网优化调度模型分布设计及优化, columnId=1149829992055595012, journalTitle=电源学报, columnName=新能源系统, runingTitle=null, highlight=null, articleAbstract=

基于微电网虚拟分布式云储能生态系统的调度模型能够解决电源分布带来的随机性分析,能够有效降低用电成本,相较于传统分布式储能系统优势较为鲜明。通过在分布式储能系统中引入自然生态系统理念,在微电网系统中引入运营商,形成云储能系统下用户、运营商、微电网系统下的运营商、常规负荷代理设计的动态储能系统;通过微电网、云储能系统中电能的实时调配,降低在虚拟分布式云储能系统中的用电成本,并优化电力负荷曲线,真正实现博弈模型中多方动态平衡且获益。

, authors=戎士敏1, 王聪1, 罗滇生2, 吴斌1, 赵杰1, 安佳坤3, authorsList=戎士敏, 王聪, 罗滇生, 吴斌, 赵杰, 安佳坤, authorCompany=null, correspAuthors=王聪, authorNote=

戎士敏(1973— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

罗滇生(1971— ),男,博士,教授。研究方向:电力系统及其自动化。E-mail:。

吴斌(1977— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

赵杰(1983— ),男,博士,高级工程师。研究方向:电力系统及其自动化。E-mail:。

安佳坤(1988— ),男,硕士,工程师。研究方向:电力系统及其自动化。E-mail:。

, correspAuthorsNote=
王聪(1981— ),女,通信作者,硕士,高级工程师。研究方向:电力系统及其自动化。E-mail:。
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戎士敏(1973— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

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戎士敏(1973— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

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罗滇生(1971— ),男,博士,教授。研究方向:电力系统及其自动化。E-mail:。

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罗滇生(1971— ),男,博士,教授。研究方向:电力系统及其自动化。E-mail:。

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吴斌(1977— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

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吴斌(1977— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

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赵杰(1983— ),男,博士,高级工程师。研究方向:电力系统及其自动化。E-mail:。

"}, bioImg=null, bioContent=

赵杰(1983— ),男,博士,高级工程师。研究方向:电力系统及其自动化。E-mail:。

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安佳坤(1988— ),男,硕士,工程师。研究方向:电力系统及其自动化。E-mail:。

"}, bioImg=null, bioContent=

安佳坤(1988— ),男,硕士,工程师。研究方向:电力系统及其自动化。E-mail:。

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Li Junhui, Shao Yan, Zhu Xingxu, et al. Carbon emissions constraint distributed low-carbon economic dispatch of power system[J]. Transactions of China Electrotechnical Society, 2023, 38(17): 4715-4728. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491430925783292, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[2], rfOrder=1, authorNames=null, journalName=null, refType=null, unstructuredReference=赵珍珍, 王维庆, 樊小朝, 等. 基于NSGA-II-PSO算法的微电网多目标优化运行模式[J]. 电源学报, 2023, 21(1): 118-125. Zhao Zhenzhen, Wang Weiqing, Fan Xiaochao, et al. Multi-objective optimal operation mode of microgrid based on NSGA-II-PSO algorithm[J]. Journal of Power Supply. 2023, 21(1): 118-125. 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(in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491431106138366, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[4], rfOrder=3, authorNames=null, journalName=null, refType=null, unstructuredReference=余运俊, 杨林锋, 哈志蕊, 等. 考虑灵活性资源的微电网双层优化策略[J]. 电源学报, 2025, 23(2): 115-124. Yu Yunjun, Yang Linfeng, Ha Zhirui, et al. Two-layer optimal strategy for microgrid considering flexible resources[J]. Journal of Power Supply, 2025, 23(2): 115-124. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491431248744703, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[5], rfOrder=4, authorNames=null, journalName=null, refType=null, unstructuredReference=刘成. 电网侧储能技术应用分析[J]. 机电信息, 2019(35): 30-31, 33. Liu Cheng. Application analysis of power grid side energy storage technology[J]. Mechanical and Electrical Information, 2019(35): 30-31, 33. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491431378768128, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[6], rfOrder=5, authorNames=null, journalName=null, refType=null, unstructuredReference=朱国海. 基于云储能的微电网多源协调优化[J]. 电源技术, 2021, 45(1): 85-88. Zhu Guohai. Multi-source coordination and optimization of microgrid based on cloud energy storage[J]. Chinese Journal of Power Sources, 2021, 45(1): 85-88. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491431445876993, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[7], rfOrder=6, authorNames=null, journalName=null, refType=null, unstructuredReference=周振华, 李磊, 王茂. 基于滤波算法的分布式云储能系统弹性稳定控制[J]. 计算机测量与控制, 2019, 27(10): 89-94. Zhou Zhenhua, Li Lei, Wang Mao. Elastic stability control of distributed cloud energy storage system based on filtering algorithms[J]. Computer Measurement & Control, 2019, 27(10): 89-94. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491431517180162, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[8], rfOrder=7, authorNames=null, journalName=null, refType=null, unstructuredReference=闫涛, 刘宗, 巴宇, 等. 基于储能云平台架构的分布式储能节点控制器与控制策略研究[J]. 电器与能效管理技术, 2019(2): 54-59, 66. Yan Tao, Liu Zong, Ba Yu, et al. Research on distributed energy storage controller and control strategy based on energy storage cloud platform[J]. Electrical & Energy Management Technology, 2019(2): 54-59, 66. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1321491431596871939, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1321491423040491717, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[9], rfOrder=8, authorNames=null, journalName=null, refType=null, unstructuredReference=莫思特, 刘天琪, 曾琦, 等. 基于云储能和云发电技术的集中控制云电网系统研究[J]. 四川电力技术, 2018, 41(4): 28-31. Mo Site, Liu Tianqi, Zeng Qi, et al. Research on centralized control cloud grid system based on cloud storage and cloud generation technology[J]. Sichuan Electric Power Technology, 2018, 41(4): 28-31. 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基于生态博弈思维的微电网优化调度模型分布设计及优化
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戎士敏 1 , 王聪 1 , 罗滇生 2 , 吴斌 1 , 赵杰 1 , 安佳坤 3
电源学报 | 新能源系统 2025,23(7): 191-199
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电源学报 |新能源系统 2025 , 23 (7) : 191 -199
基于生态博弈思维的微电网优化调度模型分布设计及优化
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戎士敏1 , 王聪1 , 罗滇生2 , 吴斌1 , 赵杰1 , 安佳坤3
作者信息
  • 1.国网河北省电力有限公司石家庄供电分公司,石家庄 050000
  • 2.湖南大学电气与信息工程学院,长沙 410082
  • 3.国网河北省电力有限公司经济技术研究院,石家庄 050000
通讯作者:
王聪(1981— ),女,通信作者,硕士,高级工程师。研究方向:电力系统及其自动化。E-mail:。
作者简介:

戎士敏(1973— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

罗滇生(1971— ),男,博士,教授。研究方向:电力系统及其自动化。E-mail:。

吴斌(1977— ),男,本科,高级工程师。研究方向:电力系统及其自动化。E-mail:。

赵杰(1983— ),男,博士,高级工程师。研究方向:电力系统及其自动化。E-mail:。

安佳坤(1988— ),男,硕士,工程师。研究方向:电力系统及其自动化。E-mail:。

Distributed Design and Optimization of Microgrid Optimization Scheduling Model Based on Ecological Game Thinking
Shimin RONG1 , Cong WANG1 , Diansheng LUO2 , Bin WU1 , Jie ZHAO1 , Jiakun AN3
Affiliations
  • 1.Shijiazhuang Power Supply Branch, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050000, China
  • 2.School of Electrical and Information Engineering, Hunan University, Changsha 410082, China
  • 3.Economic and Technological Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050000, China
出版时间: 2025-11-30 doi: 10.13234/j.issn.2095-2805.2025.7.191
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基于微电网虚拟分布式云储能生态系统的调度模型能够解决电源分布带来的随机性分析,能够有效降低用电成本,相较于传统分布式储能系统优势较为鲜明。通过在分布式储能系统中引入自然生态系统理念,在微电网系统中引入运营商,形成云储能系统下用户、运营商、微电网系统下的运营商、常规负荷代理设计的动态储能系统;通过微电网、云储能系统中电能的实时调配,降低在虚拟分布式云储能系统中的用电成本,并优化电力负荷曲线,真正实现博弈模型中多方动态平衡且获益。

云储能  /  生态系统  /  调度模型  /  微电网

The scheduling model based on a microgrid virtual distributed cloud energy storage ecosystem can solve the problem of random analysis caused by power distribution and effectively reduce the electricity consumption cost, which has distinct advantages compared with the traditional distributed energy storage system. In this paper, through the introduction of a concept of natural ecosystem to the distributed energy storage system, the operators are added to the microgrid system, forming the users under the cloud energy storage system, operators, microgrid system operators, and a dynamic energy storage system with the conventional load agent design. By dispatching the electrical energy in the microgrid and the cloud energy storage system in real-time, the electricity consumption cost in the virtual distributed cloud energy storage system is reduced, and the power load curve is optimized, thus realizing a dynamic multi-entity balance in the game model and benefits as well.

Cloud energy storage  /  ecosystem  /  scheduling model  /  microgrid
戎士敏, 王聪, 罗滇生, 吴斌, 赵杰, 安佳坤. 基于生态博弈思维的微电网优化调度模型分布设计及优化. 电源学报, 2025 , 23 (7) : 191 -199 . DOI: 10.13234/j.issn.2095-2805.2025.7.191
Shimin RONG, Cong WANG, Diansheng LUO, Bin WU, Jie ZHAO, Jiakun AN. Distributed Design and Optimization of Microgrid Optimization Scheduling Model Based on Ecological Game Thinking[J]. Journal of Power Supply, 2025 , 23 (7) : 191 -199 . DOI: 10.13234/j.issn.2095-2805.2025.7.191
  • 河北省省级科技计划资助项目(21314302D)
参考文献 引证文献
排序方式:
[1]
李军徽, 邵岩, 朱星旭, 等. 计及碳排放量约束的多区域互联电力系统分布式低碳经济调度[J]. 电工技术学报, 2023, 38(17): 4715-4728. Li Junhui, Shao Yan, Zhu Xingxu, et al. Carbon emissions constraint distributed low-carbon economic dispatch of power system[J]. Transactions of China Electrotechnical Society, 2023, 38(17): 4715-4728. (in Chinese)
[2]
赵珍珍, 王维庆, 樊小朝, 等. 基于NSGA-II-PSO算法的微电网多目标优化运行模式[J]. 电源学报, 2023, 21(1): 118-125. Zhao Zhenzhen, Wang Weiqing, Fan Xiaochao, et al. Multi-objective optimal operation mode of microgrid based on NSGA-II-PSO algorithm[J]. Journal of Power Supply. 2023, 21(1): 118-125. (in Chinese)
[3]
滕长龙, 孟高军, 华张依, 等. 基于云储能形态的分布式储能应用模式[J]. 电工技术, 2021(6): 23-25. Teng Changlong, Meng Gaojun, Hua Zhangyi, et al. Distributed energy storage application mode based on cloud energy storage form[J]. Electric Engineering, 2021(6): 23-25. (in Chinese)
[4]
余运俊, 杨林锋, 哈志蕊, 等. 考虑灵活性资源的微电网双层优化策略[J]. 电源学报, 2025, 23(2): 115-124. Yu Yunjun, Yang Linfeng, Ha Zhirui, et al. Two-layer optimal strategy for microgrid considering flexible resources[J]. Journal of Power Supply, 2025, 23(2): 115-124. (in Chinese)
[5]
刘成. 电网侧储能技术应用分析[J]. 机电信息, 2019(35): 30-31, 33. Liu Cheng. Application analysis of power grid side energy storage technology[J]. Mechanical and Electrical Information, 2019(35): 30-31, 33. (in Chinese)
[6]
朱国海. 基于云储能的微电网多源协调优化[J]. 电源技术, 2021, 45(1): 85-88. Zhu Guohai. Multi-source coordination and optimization of microgrid based on cloud energy storage[J]. Chinese Journal of Power Sources, 2021, 45(1): 85-88. (in Chinese)
[7]
周振华, 李磊, 王茂. 基于滤波算法的分布式云储能系统弹性稳定控制[J]. 计算机测量与控制, 2019, 27(10): 89-94. Zhou Zhenhua, Li Lei, Wang Mao. Elastic stability control of distributed cloud energy storage system based on filtering algorithms[J]. Computer Measurement & Control, 2019, 27(10): 89-94. (in Chinese)
[8]
闫涛, 刘宗, 巴宇, 等. 基于储能云平台架构的分布式储能节点控制器与控制策略研究[J]. 电器与能效管理技术, 2019(2): 54-59, 66. Yan Tao, Liu Zong, Ba Yu, et al. Research on distributed energy storage controller and control strategy based on energy storage cloud platform[J]. Electrical & Energy Management Technology, 2019(2): 54-59, 66. (in Chinese)
[9]
莫思特, 刘天琪, 曾琦, 等. 基于云储能和云发电技术的集中控制云电网系统研究[J]. 四川电力技术, 2018, 41(4): 28-31. Mo Site, Liu Tianqi, Zeng Qi, et al. Research on centralized control cloud grid system based on cloud storage and cloud generation technology[J]. Sichuan Electric Power Technology, 2018, 41(4): 28-31. (in Chinese)
2025年第23卷第7期
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doi: 10.13234/j.issn.2095-2805.2025.7.191
  • 接收时间:2022-11-14
  • 首发时间:2026-10-26
  • 出版时间:2025-11-30
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  • 收稿日期:2022-11-14
  • 修回日期:2023-03-13
  • 录用日期:2023-03-21
基金
Hebei Provincial Science and Technology Plan(21314302D)
河北省省级科技计划资助项目(21314302D)
作者信息
    1.国网河北省电力有限公司石家庄供电分公司,石家庄 050000
    2.湖南大学电气与信息工程学院,长沙 410082
    3.国网河北省电力有限公司经济技术研究院,石家庄 050000

通讯作者:

王聪(1981— ),女,通信作者,硕士,高级工程师。研究方向:电力系统及其自动化。E-mail:。
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https://castjournals.cast.org.cn/joweb/dyxb/CN/10.13234/j.issn.2095-2805.2025.7.191
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2种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
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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