Article(id=1322531366521127095, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1322531228222337541, articleNumber=null, orderNo=null, doi=10.13234/j.issn.2095-2805.2026.3.88, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1686672000000, receivedDateStr=2023-06-14, revisedDate=1694966400000, revisedDateStr=2023-09-18, acceptedDate=1701187200000, acceptedDateStr=2023-11-29, onlineDate=1793245649223, onlineDateStr=2026-10-29, pubDate=1774800000000, pubDateStr=2026-03-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793245649223, onlineIssueDateStr=2026-10-29, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793245649223, creator=13701087609, updateTime=1793245649223, updator=13701087609, issue=Issue{id=1322531228222337541, tenantId=1146029695717560320, journalId=1146031654075715584, year='2026', volume='24', issue='3', pageStart='1', pageEnd='343', issueExtLink='null', onlineDate='null', pubDate='1774800000000', pubDateStr='2026-03-30', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793245616250, creator='13701087609', updateTime=1793245616250, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=88, endPage=99, ext={EN=ArticleExt(id=1322531366735036600, articleId=1322531366521127095, tenantId=1146029695717560320, journalId=1146031654075715584, language=EN, title=Hybrid Energy Storage Control Strategy Based on Dual Battery Packs for Wind Power Fluctuation Suppression, columnId=1321491614980223555, journalTitle=Journal of Power Supply, columnName=Renewable Energy Generation and Energy Storage, runingTitle=null, highlight=null, articleAbstract=

Aimed at the problem that the charging and discharging state switching frequency is too high and the life is reduced during the process of wind power fluctuation suppression by energy storage, a fluctuation suppression control strategy based on the hybrid energy storage of dual battery packs is proposed. First, the adaptive moving average filter method is used to decompose the wind power to obtain the grid-connected power. Second, the wavelet packet decomposition of the energy storage target power is carried out to obtain the hybrid energy storage reference power, and the fuzzy control is used to optimize the energy storage target power, so as to prevent the energy storage from overcharge or overdischarge and make the energy storage run at the optimal depth of discharge (DOD). To make the battery run at the optimal DOD while reducing the switching times of working states, a circuit structure of dual battery packs running separately for charging and discharging tasks is adopted, and an adaptive power complementary control strategy is designed to realize power scheduling between battery packs. In addition, a power allocation strategy is also introduced to ensure the state-of-charge balance among each unit in the same battery pack. Finally, the control strategy is simulated and analyzed, and the rainflow counting method is used to evaluate the life of energy storage. Results show that the proposed control strategy can reduce the charging and discharging times of energy storage and prolong its life.

, authors=Limin WANG1, 2, Jing CHENG1, 2, authorsList=Limin WANG, Jing CHENG, authorCompany=null, correspAuthors=Jing CHENG, 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=1322531367192215739, articleId=1322531366521127095, tenantId=1146029695717560320, journalId=1146031654075715584, language=CN, title=用于风电波动平抑的双蓄电池组混合储能控制策略, columnId=1321491615269630533, journalTitle=电源学报, columnName=新能源发电与储能, runingTitle=null, highlight=null, articleAbstract=

针对储能平抑风电功率波动过程中充放电状态切换频率过高,寿命减少的问题,提出基于双蓄电池组混合储能的波动平抑策略。首先采用自适应滑动平均滤波法对风电功率进行分解获取并网功率;其次对储能目标功率进行小波包分解获取混合储能参考功率,并使用模糊控制对储能目标功率进行优化,防止储能过充过放,保证储能运行在最佳充放电深度DOD(depth of discharge)。为使蓄电池运行在最佳DOD并减少工作状态切换次数,采用充、放电任务单独运行的双蓄电池组电路结构,设计自适应功率互补控制策略实现蓄电池组间的功率调度,并引入功率分配策略保证同组蓄电池各单元荷电状态平衡;最后对控制策略进行仿真分析,并采用雨流计数法对储能寿命进行评估。结果表明,所提控制策略能够减少储能充放电次数,提高储能寿命。

, authors=王利民中国电源学会学生会员1, 2, 程静1, 2, authorsList=王利民中国电源学会学生会员, 程静, authorCompany=null, correspAuthors=程静, authorNote=

王利民(1997— ),男,中国电源学会学生会员,硕士。研究方向:新能源发电与并网控制。E-mail:。

, correspAuthorsNote=
程静(1980— ),女,通信作者,博士,副教授。研究方向:高比例新能源并网控制技术。E-mail:。
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王利民(1997— ),男,中国电源学会学生会员,硕士。研究方向:新能源发电与并网控制。E-mail:。

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王利民(1997— ),男,中国电源学会学生会员,硕士。研究方向:新能源发电与并网控制。E-mail:。

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用于风电波动平抑的双蓄电池组混合储能控制策略
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王利民中国电源学会学生会员 1, 2 , 程静 1, 2
电源学报 | 新能源发电与储能 2026,24(3): 88-99
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电源学报 |新能源发电与储能 2026 , 24 (3) : 88 -99
用于风电波动平抑的双蓄电池组混合储能控制策略
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王利民中国电源学会学生会员1, 2 , 程静1, 2
作者信息
  • 1.新疆大学电气工程学院,乌鲁木齐 830017
  • 2.新疆大学可再生能源发电与并网技术控制教育部工程研究中心,乌鲁木齐 830017
通讯作者:
程静(1980— ),女,通信作者,博士,副教授。研究方向:高比例新能源并网控制技术。E-mail:。
作者简介:

王利民(1997— ),男,中国电源学会学生会员,硕士。研究方向:新能源发电与并网控制。E-mail:。

Hybrid Energy Storage Control Strategy Based on Dual Battery Packs for Wind Power Fluctuation Suppression
Limin WANG Student Member, CPSS1, 2 , Jing CHENG1, 2
Affiliations
  • 1.School of Electrical Engineering, Xinjiang University, Urumqi 830017, China
  • 2.Engineering Research Center of Ministry of Education for Renewable Energy Power Generation and Grid Technology, Xinjiang University, Urumqi 830017, China
出版时间: 2026-03-30 doi: 10.13234/j.issn.2095-2805.2026.3.88
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针对储能平抑风电功率波动过程中充放电状态切换频率过高,寿命减少的问题,提出基于双蓄电池组混合储能的波动平抑策略。首先采用自适应滑动平均滤波法对风电功率进行分解获取并网功率;其次对储能目标功率进行小波包分解获取混合储能参考功率,并使用模糊控制对储能目标功率进行优化,防止储能过充过放,保证储能运行在最佳充放电深度DOD(depth of discharge)。为使蓄电池运行在最佳DOD并减少工作状态切换次数,采用充、放电任务单独运行的双蓄电池组电路结构,设计自适应功率互补控制策略实现蓄电池组间的功率调度,并引入功率分配策略保证同组蓄电池各单元荷电状态平衡;最后对控制策略进行仿真分析,并采用雨流计数法对储能寿命进行评估。结果表明,所提控制策略能够减少储能充放电次数,提高储能寿命。

风电功率平抑  /  混合储能  /  自适应滑动平均滤波  /  功率分配

Aimed at the problem that the charging and discharging state switching frequency is too high and the life is reduced during the process of wind power fluctuation suppression by energy storage, a fluctuation suppression control strategy based on the hybrid energy storage of dual battery packs is proposed. First, the adaptive moving average filter method is used to decompose the wind power to obtain the grid-connected power. Second, the wavelet packet decomposition of the energy storage target power is carried out to obtain the hybrid energy storage reference power, and the fuzzy control is used to optimize the energy storage target power, so as to prevent the energy storage from overcharge or overdischarge and make the energy storage run at the optimal depth of discharge (DOD). To make the battery run at the optimal DOD while reducing the switching times of working states, a circuit structure of dual battery packs running separately for charging and discharging tasks is adopted, and an adaptive power complementary control strategy is designed to realize power scheduling between battery packs. In addition, a power allocation strategy is also introduced to ensure the state-of-charge balance among each unit in the same battery pack. Finally, the control strategy is simulated and analyzed, and the rainflow counting method is used to evaluate the life of energy storage. Results show that the proposed control strategy can reduce the charging and discharging times of energy storage and prolong its life.

Wind power fluctuation suppression  /  hybrid energy storage  /  adaptive moving average filter  /  power allocation
王利民中国电源学会学生会员, 程静. 用于风电波动平抑的双蓄电池组混合储能控制策略. 电源学报, 2026 , 24 (3) : 88 -99 . DOI: 10.13234/j.issn.2095-2805.2026.3.88
Limin WANG, Jing CHENG. Hybrid Energy Storage Control Strategy Based on Dual Battery Packs for Wind Power Fluctuation Suppression[J]. Journal of Power Supply, 2026 , 24 (3) : 88 -99 . DOI: 10.13234/j.issn.2095-2805.2026.3.88
  • 国家重点研发计划资助项目(2021YFB1506902)
  • 新疆维吾尔自治区重大科技专项资助项目(2022A01001-4)
  • 新疆维吾尔自治区重点研发资助项目(2022B01003-3)
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2026年第24卷第3期
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doi: 10.13234/j.issn.2095-2805.2026.3.88
  • 接收时间:2023-06-14
  • 首发时间:2026-10-29
  • 出版时间:2026-03-30
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  • 收稿日期:2023-06-14
  • 修回日期:2023-09-18
  • 录用日期:2023-11-29
基金
National Key R&D Program of China(2021YFB1506902)
国家重点研发计划资助项目(2021YFB1506902)
Major Science and Technology Projects in Xinjiang Uygur Autonomous Region(2022A01001-4)
新疆维吾尔自治区重大科技专项资助项目(2022A01001-4)
Key R&D Project of Xinjiang Uygur Autonomous Region(2022B01003-3)
新疆维吾尔自治区重点研发资助项目(2022B01003-3)
作者信息
    1.新疆大学电气工程学院,乌鲁木齐 830017
    2.新疆大学可再生能源发电与并网技术控制教育部工程研究中心,乌鲁木齐 830017

通讯作者:

程静(1980— ),女,通信作者,博士,副教授。研究方向:高比例新能源并网控制技术。E-mail:。
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https://castjournals.cast.org.cn/joweb/dyxb/CN/10.13234/j.issn.2095-2805.2026.3.88
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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
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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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