Article(id=1322531607458722436, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1322531529172046652, articleNumber=null, orderNo=null, doi=10.13234/j.issn.2095-2805.2026.4.133, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1704816000000, receivedDateStr=2024-01-10, revisedDate=1709308800000, revisedDateStr=2024-03-02, acceptedDate=1710000000000, acceptedDateStr=2024-03-10, onlineDate=1793245706667, onlineDateStr=2026-10-29, pubDate=1777478400000, pubDateStr=2026-04-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793245706667, onlineIssueDateStr=2026-10-29, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793245706667, creator=13701087609, updateTime=1793245706667, updator=13701087609, issue=Issue{id=1322531529172046652, tenantId=1146029695717560320, journalId=1146031654075715584, year='2026', volume='24', issue='4', pageStart='1', pageEnd='352', issueExtLink='null', onlineDate='null', pubDate='1777478400000', pubDateStr='2026-04-30', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793245688002, creator='13701087609', updateTime=1793245688002, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=133, endPage=140, ext={EN=ArticleExt(id=1322531607781683845, articleId=1322531607458722436, tenantId=1146029695717560320, journalId=1146031654075715584, language=EN, title=Model Predictive Control for Wind Turbine Three-level PMSM with Variable Dead-time, columnId=1321491614980223555, journalTitle=Journal of Power Supply, columnName=Renewable Energy Generation and Energy Storage, runingTitle=null, highlight=null, articleAbstract=

The permanent magnet synchronous motor (PMSM) is an important component of high-power fan electric independent variable-pitch systems. When PMSMs are driven with a three-level converter, model predictive control will exhibit drawbacks such as a poor steady-state performance and high computational demand. To address these issues, a simplified strategy utilizing variable dead-time is proposed. First, a reference vector is obtained based on deadbeat prediction. Second, the basic vector that has the smallest Euclidean distance to the reference vector is rapidly identified based on the introduction of an algebraic method, and the optimal basic vector is determined in conjunction with the DC-side capacitor voltage. Third, the dead-zone voltage vector corresponding to this optimal basic vector is calculated, and both of them are considered as the output vectors for the next cycle. In addition, the duty cycle that minimizes the current control error (i.e., the optimal dead-time) is calculated. Finally, experimental results demonstrate the effectiveness of the proposed control strategy.

, authors=Chuanyu XIONG1, Liping SUN1, Shiying HE2, Sirui SHU1, Zhiwei LI1, Dingchen LI3, authorsList=Chuanyu XIONG, Liping SUN, Shiying HE, Sirui SHU, Zhiwei LI, Dingchen LI, authorCompany=null, correspAuthors=Shiying HE, 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=1322531609912390280, articleId=1322531607458722436, tenantId=1146029695717560320, journalId=1146031654075715584, language=CN, title=风机用三电平PMSM变死区时间模型预测控制, columnId=1321491615269630533, journalTitle=电源学报, columnName=新能源发电与储能, runingTitle=null, highlight=null, articleAbstract=

永磁同步电机是大功率风机电动独立变桨系统的重要组成部分。基于三电平变换器驱动永磁同步电机时,模型预测控制具有稳态性能差、计算量大等缺点。针对上述问题,提出1种采用变死区时间的简化策略。首先,基于无差拍预测计算得到参考矢量;其次,基于所提出的1种代数方法,快速确定与参考矢量欧氏距离最小的基本矢量,并结合直流侧电容电压确定最优基本矢量;然后,计算该最优基本矢量对应的死区电压矢量,两者均视为下一周期的输出矢量,并计算使电流控制误差最小的占空比,即最优死区时间。最后,通过实验验证本文所提控制策略的有效性。

, authors=熊川羽1, 孙利平1, 何诗英中国电源学会会员2, 舒思睿1, 李智威1, 李丁晨3, authorsList=熊川羽, 孙利平, 何诗英中国电源学会会员, 舒思睿, 李智威, 李丁晨, authorCompany=null, correspAuthors=何诗英中国电源学会会员, authorNote=

熊川羽(1989— ),男,硕士,高级工程师。研究方向:电力系统及其自动化。E-mail:。

孙利平(1973— ),男,本科,高级工程师。研究方向:电力工程技术经济。E-mail:。

舒思睿(1998— ),女,硕士,助理工程师。研究方向:电力电子化电力系统稳定性。E-mail:。

李智威(1987— ),男,博士,高级工程师。研究方向:高电压。E-mail:。

李丁晨(1997— ),男,博士。研究方向:高电压与绝缘。E-mail:。

, correspAuthorsNote=
何诗英(1972— ),女,中国电源学会会员,通信作者,本科,高级工程师。研究方向:聚变磁体电源控制系统。E-mail:。
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熊川羽(1989— ),男,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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熊川羽(1989— ),男,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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孙利平(1973— ),男,本科,高级工程师。研究方向:电力工程技术经济。E-mail:。

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孙利平(1973— ),男,本科,高级工程师。研究方向:电力工程技术经济。E-mail:。

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舒思睿(1998— ),女,硕士,助理工程师。研究方向:电力电子化电力系统稳定性。E-mail:。

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舒思睿(1998— ),女,硕士,助理工程师。研究方向:电力电子化电力系统稳定性。E-mail:。

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李智威(1987— ),男,博士,高级工程师。研究方向:高电压。E-mail:。

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李智威(1987— ),男,博士,高级工程师。研究方向:高电压。E-mail:。

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李丁晨(1997— ),男,博士。研究方向:高电压与绝缘。E-mail:。

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李丁晨(1997— ),男,博士。研究方向:高电压与绝缘。E-mail:。

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风机用三电平PMSM变死区时间模型预测控制
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熊川羽 1 , 孙利平 1 , 何诗英中国电源学会会员 2 , 舒思睿 1 , 李智威 1 , 李丁晨 3
电源学报 | 新能源发电与储能 2026,24(4): 133-140
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电源学报 |新能源发电与储能 2026 , 24 (4) : 133 -140
风机用三电平PMSM变死区时间模型预测控制
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李丁晨(1997— ),男,博士。研究方向:高电压与绝缘。E-mail:。

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李丁晨(1997— ),男,博士。研究方向:高电压与绝缘。E-mail:。

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熊川羽1 , 孙利平1 , 何诗英中国电源学会会员2 , 舒思睿1 , 李智威1 , 李丁晨3
作者信息
  • 1.国网湖北省电力有限公司经济技术研究院,武汉 430000
  • 2.中国科学院合肥物质科学研究院等离子体物理研究所,合肥 230031
  • 3.华中科技大学电气与电子工程学院,武汉 430074
通讯作者:
何诗英(1972— ),女,中国电源学会会员,通信作者,本科,高级工程师。研究方向:聚变磁体电源控制系统。E-mail:。
作者简介:

熊川羽(1989— ),男,硕士,高级工程师。研究方向:电力系统及其自动化。E-mail:。

孙利平(1973— ),男,本科,高级工程师。研究方向:电力工程技术经济。E-mail:。

舒思睿(1998— ),女,硕士,助理工程师。研究方向:电力电子化电力系统稳定性。E-mail:。

李智威(1987— ),男,博士,高级工程师。研究方向:高电压。E-mail:。

李丁晨(1997— ),男,博士。研究方向:高电压与绝缘。E-mail:。

Model Predictive Control for Wind Turbine Three-level PMSM with Variable Dead-time
Chuanyu XIONG1 , Liping SUN1 , Shiying HE Member, CPSS2 , Sirui SHU1 , Zhiwei LI1 , Dingchen LI3
Affiliations
  • 1.Economic and Technological Research Institute, State Grid Hubei Electric Power Co., Ltd., Wuhan 430000, China
  • 2.Institute of Plasma Physics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China
  • 3.School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
出版时间: 2026-04-30 doi: 10.13234/j.issn.2095-2805.2026.4.133
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永磁同步电机是大功率风机电动独立变桨系统的重要组成部分。基于三电平变换器驱动永磁同步电机时,模型预测控制具有稳态性能差、计算量大等缺点。针对上述问题,提出1种采用变死区时间的简化策略。首先,基于无差拍预测计算得到参考矢量;其次,基于所提出的1种代数方法,快速确定与参考矢量欧氏距离最小的基本矢量,并结合直流侧电容电压确定最优基本矢量;然后,计算该最优基本矢量对应的死区电压矢量,两者均视为下一周期的输出矢量,并计算使电流控制误差最小的占空比,即最优死区时间。最后,通过实验验证本文所提控制策略的有效性。

永磁同步电机  /  三电平变换器  /  模型预测控制  /  计算效率

The permanent magnet synchronous motor (PMSM) is an important component of high-power fan electric independent variable-pitch systems. When PMSMs are driven with a three-level converter, model predictive control will exhibit drawbacks such as a poor steady-state performance and high computational demand. To address these issues, a simplified strategy utilizing variable dead-time is proposed. First, a reference vector is obtained based on deadbeat prediction. Second, the basic vector that has the smallest Euclidean distance to the reference vector is rapidly identified based on the introduction of an algebraic method, and the optimal basic vector is determined in conjunction with the DC-side capacitor voltage. Third, the dead-zone voltage vector corresponding to this optimal basic vector is calculated, and both of them are considered as the output vectors for the next cycle. In addition, the duty cycle that minimizes the current control error (i.e., the optimal dead-time) is calculated. Finally, experimental results demonstrate the effectiveness of the proposed control strategy.

Permanent magnet synchronous motor (PMSM)  /  three-level converter  /  model predictive control  /  computational efficiency
熊川羽, 孙利平, 何诗英中国电源学会会员, 舒思睿, 李智威, 李丁晨. 风机用三电平PMSM变死区时间模型预测控制. 电源学报, 2026 , 24 (4) : 133 -140 . DOI: 10.13234/j.issn.2095-2805.2026.4.133
Chuanyu XIONG, Liping SUN, Shiying HE, Sirui SHU, Zhiwei LI, Dingchen LI. Model Predictive Control for Wind Turbine Three-level PMSM with Variable Dead-time[J]. Journal of Power Supply, 2026 , 24 (4) : 133 -140 . DOI: 10.13234/j.issn.2095-2805.2026.4.133
  • 国网湖北经研院面向未来配电网的分布式能源集约化实时控制技术研发及应用资助项目(521538220003)
  • 国家自然科学基金资助项目(52207034)
  • 安徽省自然科学基金资助项目(2208085UD08)
  • 安徽省重大专项资助项目(202003a05020019)
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2026年第24卷第4期
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文章信息
doi: 10.13234/j.issn.2095-2805.2026.4.133
  • 接收时间:2024-01-10
  • 首发时间:2026-10-29
  • 出版时间:2026-04-30
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出版历史
  • 收稿日期:2024-01-10
  • 修回日期:2024-03-02
  • 录用日期:2024-03-10
基金
Research and Application of Distributed Energy Intensive Real-time Control Technology for Future Distribution Networks by Economic and Technological Research Institute, State Grid Hubei Electric Power Co., Ltd.(521538220003)
国网湖北经研院面向未来配电网的分布式能源集约化实时控制技术研发及应用资助项目(521538220003)
National Natural Science Foundation of China(52207034)
国家自然科学基金资助项目(52207034)
Natural Science Foundation of Anhui Province(2208085UD08)
安徽省自然科学基金资助项目(2208085UD08)
Plan for Major Provincial Science & Technology Project of Anhui Province(202003a05020019)
安徽省重大专项资助项目(202003a05020019)
作者信息
    1.国网湖北省电力有限公司经济技术研究院,武汉 430000
    2.中国科学院合肥物质科学研究院等离子体物理研究所,合肥 230031
    3.华中科技大学电气与电子工程学院,武汉 430074

通讯作者:

何诗英(1972— ),女,中国电源学会会员,通信作者,本科,高级工程师。研究方向:聚变磁体电源控制系统。E-mail:。
参考文献
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https://castjournals.cast.org.cn/joweb/dyxb/CN/10.13234/j.issn.2095-2805.2026.4.133
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