Article(id=1322557092318270126, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1322557042389275039, articleNumber=null, orderNo=null, doi=10.13234/j.issn.2095-2805.2026.8.89, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1725465600000, receivedDateStr=2024-09-05, revisedDate=1735488000000, revisedDateStr=2024-12-30, acceptedDate=1738684800000, acceptedDateStr=2025-02-05, onlineDate=1793251782730, onlineDateStr=2026-10-29, pubDate=1788019200000, pubDateStr=2026-08-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793251782730, onlineIssueDateStr=2026-10-29, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793251782730, creator=13701087609, updateTime=1793251782730, updator=13701087609, issue=Issue{id=1322557042389275039, tenantId=1146029695717560320, journalId=1146031654075715584, year='2026', volume='24', issue='8', pageStart='1', pageEnd='354', issueExtLink='null', onlineDate='null', pubDate='1788019200000', pubDateStr='2026-08-30', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793251770826, creator='13701087609', updateTime=1793251770826, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=89, endPage=99, ext={EN=ArticleExt(id=1322557092548956847, articleId=1322557092318270126, tenantId=1146029695717560320, journalId=1146031654075715584, language=EN, title=Low Switching Frequency Model Predictive Current Control of DFIG with Inductance Identification Function, columnId=1321491614980223555, journalTitle=Journal of Power Supply, columnName=Renewable Energy Generation and Energy Storage, runingTitle=null, highlight=null, articleAbstract=

Aimed at the problems of poor steady-state performance, high switching loss and susceptibility to changes in motor parameters of duty cycle model predictive current control, the low switching frequency model predictive current control strategy for a doubly-fed induction generator (DFIG) with an inductance identification function is studied. First, according to the principle of deadbeat control of rotor voltage, six expected voltage vectors are synthesized by distributing the action time of two adjacent basic voltage vectors and zero vectors. Second, a value function is constructed by taking the minimum rotor voltage prediction error and the minimum switching times at the switching points of two adjacent control cycles as the constraint conditions, and six vector combinations are enumerated and optimized. Finally, the d axis and q axis stator and rotor flux state equations are established. The model reference adaptive system (MRAS) algorithm is used to identify the inductance parameters in the motor system online, and the real-time identification results are fed back to the system. Simulation and experimental results show that the proposed strategy has good control performance and parameter robustness while effectively reducing the switching frequency.

, authors=Siyuan HUANG, Shuxi LIU, Ke LIU, Bo TANG, Zihao WANG, authorsList=Siyuan HUANG, Shuxi LIU, Ke LIU, Bo TANG, Zihao WANG, authorCompany=null, correspAuthors=Shuxi LIU, 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=1322557093106799282, articleId=1322557092318270126, tenantId=1146029695717560320, journalId=1146031654075715584, language=CN, title=具有电感辨识功能的双馈感应风力发电机低开关频率模型预测电流控制, columnId=1321491615269630533, journalTitle=电源学报, columnName=新能源发电与储能, runingTitle=null, highlight=null, articleAbstract=

针对占空比模型预测电流控制稳态性能不佳、开关损耗较高及易受电机参数变化影响等问题,研究了一种具有电感辨识功能的双馈感应风力发电机DFIG(doubly-fed induction generator)低开关频率模型预测电流控制策略。首先,根据转子电压无差拍控制原理,分配相邻2个基本电压矢量及零矢量作用时间,合成6个期望电压矢量。其次,以最小转子电压预测误差与相邻2个控制周期切换点处最小开关切换次数为约束条件构建价值函数,对6种矢量组合枚举寻优。最后,建立d轴与q轴定转子磁链状态方程,采用模型参考自适应系统MRAS(model reference adaptive system)算法对电机系统中的电感参数进行在线辨识,并将实时辨识结果反馈至系统中。仿真和实验结果表明,所提策略在有效降低开关频率的同时,具有良好的控制性能与参数鲁棒性。

, authors=黄思源, 刘述喜, 刘科, 唐博, 王子豪, authorsList=黄思源, 刘述喜, 刘科, 唐博, 王子豪, authorCompany=null, correspAuthors=刘述喜, authorNote=

黄思源(2001— ),女,硕士研究生。研究方向:双馈风力发电系统控制算法。E-mail:。

刘科(2000— ),男,硕士研究生。研究方向:深度学习与电气设备故障诊断。E-mail:。

唐博(1999— ),男,硕士研究生。研究方向:DAB变换器控制策略优化研究与应用。E-mail:。

王子豪(1998— ),男,硕士研究生。研究方向:双馈风力发电系统控制。E-mail:。

, correspAuthorsNote=
刘述喜(1969— ),男,通信作者,博士,教授。研究方向:电力电子变换器、电机及其控制技术。E-mail:。
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黄思源(2001— ),女,硕士研究生。研究方向:双馈风力发电系统控制算法。E-mail:。

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黄思源(2001— ),女,硕士研究生。研究方向:双馈风力发电系统控制算法。E-mail:。

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刘科(2000— ),男,硕士研究生。研究方向:深度学习与电气设备故障诊断。E-mail:。

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刘科(2000— ),男,硕士研究生。研究方向:深度学习与电气设备故障诊断。E-mail:。

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唐博(1999— ),男,硕士研究生。研究方向:DAB变换器控制策略优化研究与应用。E-mail:。

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唐博(1999— ),男,硕士研究生。研究方向:DAB变换器控制策略优化研究与应用。E-mail:。

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王子豪(1998— ),男,硕士研究生。研究方向:双馈风力发电系统控制。E-mail:。

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王子豪(1998— ),男,硕士研究生。研究方向:双馈风力发电系统控制。E-mail:。

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具有电感辨识功能的双馈感应风力发电机低开关频率模型预测电流控制
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黄思源 , 刘述喜 , 刘科 , 唐博 , 王子豪
电源学报 | 新能源发电与储能 2026,24(8): 89-99
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电源学报 |新能源发电与储能 2026 , 24 (8) : 89 -99
具有电感辨识功能的双馈感应风力发电机低开关频率模型预测电流控制
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王子豪(1998— ),男,硕士研究生。研究方向:双馈风力发电系统控制。E-mail:。

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黄思源 , 刘述喜 , 刘科 , 唐博 , 王子豪
作者信息
  • 重庆理工大学电气与电子工程学院,重庆 400054
通讯作者:
刘述喜(1969— ),男,通信作者,博士,教授。研究方向:电力电子变换器、电机及其控制技术。E-mail:。
作者简介:

黄思源(2001— ),女,硕士研究生。研究方向:双馈风力发电系统控制算法。E-mail:。

刘科(2000— ),男,硕士研究生。研究方向:深度学习与电气设备故障诊断。E-mail:。

唐博(1999— ),男,硕士研究生。研究方向:DAB变换器控制策略优化研究与应用。E-mail:。

王子豪(1998— ),男,硕士研究生。研究方向:双馈风力发电系统控制。E-mail:。

Low Switching Frequency Model Predictive Current Control of DFIG with Inductance Identification Function
Siyuan HUANG , Shuxi LIU , Ke LIU , Bo TANG , Zihao WANG
Affiliations
  • School of Electrical and Electronic Engineering, Chongqing University of Technology, Chongqing 400054, China
出版时间: 2026-08-30 doi: 10.13234/j.issn.2095-2805.2026.8.89
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针对占空比模型预测电流控制稳态性能不佳、开关损耗较高及易受电机参数变化影响等问题,研究了一种具有电感辨识功能的双馈感应风力发电机DFIG(doubly-fed induction generator)低开关频率模型预测电流控制策略。首先,根据转子电压无差拍控制原理,分配相邻2个基本电压矢量及零矢量作用时间,合成6个期望电压矢量。其次,以最小转子电压预测误差与相邻2个控制周期切换点处最小开关切换次数为约束条件构建价值函数,对6种矢量组合枚举寻优。最后,建立d轴与q轴定转子磁链状态方程,采用模型参考自适应系统MRAS(model reference adaptive system)算法对电机系统中的电感参数进行在线辨识,并将实时辨识结果反馈至系统中。仿真和实验结果表明,所提策略在有效降低开关频率的同时,具有良好的控制性能与参数鲁棒性。

模型预测电流控制  /  电感辨识  /  双馈感应风力发电机  /  低开关频率  /  模型参考自适应系统

Aimed at the problems of poor steady-state performance, high switching loss and susceptibility to changes in motor parameters of duty cycle model predictive current control, the low switching frequency model predictive current control strategy for a doubly-fed induction generator (DFIG) with an inductance identification function is studied. First, according to the principle of deadbeat control of rotor voltage, six expected voltage vectors are synthesized by distributing the action time of two adjacent basic voltage vectors and zero vectors. Second, a value function is constructed by taking the minimum rotor voltage prediction error and the minimum switching times at the switching points of two adjacent control cycles as the constraint conditions, and six vector combinations are enumerated and optimized. Finally, the d axis and q axis stator and rotor flux state equations are established. The model reference adaptive system (MRAS) algorithm is used to identify the inductance parameters in the motor system online, and the real-time identification results are fed back to the system. Simulation and experimental results show that the proposed strategy has good control performance and parameter robustness while effectively reducing the switching frequency.

Model predictive current control  /  inductance identification  /  doubly-fed induction generator (DFIG)  /  low switching frequency  /  model reference adaptive system (MRAS)
黄思源, 刘述喜, 刘科, 唐博, 王子豪. 具有电感辨识功能的双馈感应风力发电机低开关频率模型预测电流控制. 电源学报, 2026 , 24 (8) : 89 -99 . DOI: 10.13234/j.issn.2095-2805.2026.8.89
Siyuan HUANG, Shuxi LIU, Ke LIU, Bo TANG, Zihao WANG. Low Switching Frequency Model Predictive Current Control of DFIG with Inductance Identification Function[J]. Journal of Power Supply, 2026 , 24 (8) : 89 -99 . DOI: 10.13234/j.issn.2095-2805.2026.8.89
  • 重庆市教委科学技术研究计划资助项目(KJQN202001128)
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2026年第24卷第8期
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doi: 10.13234/j.issn.2095-2805.2026.8.89
  • 接收时间:2024-09-05
  • 首发时间:2026-10-29
  • 出版时间:2026-08-30
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  • 收稿日期:2024-09-05
  • 修回日期:2024-12-30
  • 录用日期:2025-02-05
基金
Science and Technology Research Program of Chongqing Municipal Education Commission(KJQN202001128)
重庆市教委科学技术研究计划资助项目(KJQN202001128)
作者信息
    重庆理工大学电气与电子工程学院,重庆 400054

通讯作者:

刘述喜(1969— ),男,通信作者,博士,教授。研究方向:电力电子变换器、电机及其控制技术。E-mail:。
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2种不同金属材料的力学参数
科
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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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