Article(id=1322557044532559990, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1322557042389275039, articleNumber=null, orderNo=null, doi=10.13234/j.issn.2095-2805.2026.8.296, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1721923200000, receivedDateStr=2024-07-26, revisedDate=1732204800000, revisedDateStr=2024-11-22, acceptedDate=1735488000000, acceptedDateStr=2024-12-30, onlineDate=1793251771338, onlineDateStr=2026-10-29, pubDate=1788019200000, pubDateStr=2026-08-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793251771338, onlineIssueDateStr=2026-10-29, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793251771338, creator=13701087609, updateTime=1793251771338, 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=296, endPage=305, ext={EN=ArticleExt(id=1322557047888003192, articleId=1322557044532559990, tenantId=1146029695717560320, journalId=1146031654075715584, language=EN, title=Study on Low-speed Performance of Induction Motor Based on Improved Full-order Flux Observer, columnId=1321491666431751062, journalTitle=Journal of Power Supply, columnName=Motor Drives and Control, runingTitle=null, highlight=null, articleAbstract=
To solve the problem of poor performance in traditional full-order flux observers (FOFO) applied under low-speed scenarios, first, the composition of an FOFO is taken as the starting point, and stator resistance estimation criterion is designed to address the problem of changes in stator resistance during operation. A feedback gain matrix is designed under the condition of ensuring the stable operation of the system, which is further combined with resistance estimation and rotor electrical angular velocity estimation. Then, a model predictive torque control (MPTC) system for the induction motoris is studied, its value function is optimized, and the delay compensation for the control system is performed. Finally, the improved FOFO is applied to the MPTC system, so as to realize speed sensorless control. The enhancement to the low-speed performance of the induction motor by the improved FOFO is verified by simulations. Results show that the MPTC system with the improved FOFO increases the control performance of motor at low speeds, improves the resistance of motor to load disturbances, and enhances the robustness to stator resistance.
, authors=Zhixin KANG
1, Yongjie LU
1, Zhongcui MIAO
2, authorsList=Zhixin KANG, Yongjie LU, Zhongcui MIAO, authorCompany=null, correspAuthors=Yongjie LU, 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=1322557048756224123, articleId=1322557044532559990, tenantId=1146029695717560320, journalId=1146031654075715584, language=CN, title=基于改进的全阶磁链观测器感应电机低速性能研究, columnId=1321491668273050520, journalTitle=电源学报, columnName=电机驱动与控制, runingTitle=null, highlight=null, articleAbstract=
为解决传统全阶磁链观测器FOFO(full-order flux observer)应用在低速场合性能差的问题,首先以FOFO的构成为出发点,针对定子电阻在运行过程中发生变化的问题设计了定子电阻估计准则,并在保证系统稳定运行的条件下设计了反馈增益矩阵,同时将该矩阵与电阻估计和转子电角速度估计相结合;然后研究了感应电机的模型预测转矩控制MPTC(model predictive torque control)系统,并对其价值函数进行优化、控制系统进行延迟补偿;最后将改进的FOFO应用到MPTC系统中,实现无速度传感器控制,并通过仿真验证改进的FOFO对感应电机低速性能的改善效果。结果表明,改进的FOFO的MPTC系统提高了感应电机在低速时的控制性能和电机的抗负载扰动能力,增强了对定子电阻的鲁棒性。
, authors=康志新
中国电源学会学生会员1, 卢永杰
1, 缪仲翠
2, authorsList=康志新
中国电源学会学生会员, 卢永杰, 缪仲翠, authorCompany=null, correspAuthors=卢永杰, authorNote=
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康志新(1998— ),男,中国电源学会学生会员,硕士研究生。研究方向:电机高性能控制。E-mail:2141017057@qq.com。
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康志新(1998— ),男,中国电源学会学生会员,硕士研究生。研究方向:电机高性能控制。E-mail:2141017057@qq.com。
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Li Jichao, Li Jian, Zhang Binbin, et al. PMSM model predictive torque control based on dual-sliding-mode observer[J]. Journal of Power Supply, 2025, 23(7): 229-237. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557053760028832, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=鲍明堃, 周扬忠. 基于双模型的递推最小二乘永磁同步直线电机电气参数在线辨识[J]. 电源学报, 2025, 23(3): 343-353. Bao Mingkun, Zhou Yangzhong. Dual-model-based recursive least squares online identification of electrical parameters of permanent magnet synchronous linear motor[J]. Journal of Power Supply, 2025, 23(3): 343-353. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557053827137697, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[3], rfOrder=2, authorNames=null, journalName=null, refType=null, unstructuredReference=赵文祥, 宋世昌, 周书文, 等. 改进滑模观测器的电流源逆变器驱动PMSM无位置传感器控制[J]. 电工技术学报, 2024, 39(4): 987-995. Zhao Wenxiang, Song Shichang, Zhou Shuwen, et al. Sensorless control of current source inverter driven PMSM with improved sliding mode observer[J]. Transactions of China Electrotechnical Society, 2024, 39(4): 987-995. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557053911023778, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=周华伟, 陈铖, 向小龙, 等. 基于扰动观测器的五相永磁同步电机开路和短路容错矢量控制[J]. 电工技术学报, 2024, 39(15): 4782-4793. Zhou Huawei, Chen Cheng, Xiang Xiaolong, et al. Disturbance-observer-based field-oriented control of five-phase PMSM under open-circuit and short-circuit faults[J]. Transactions of China Electrotechnical Society, 2024, 39(15): 4782-4793. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557054057824419, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=缪仲翠, 王志浩, 李东亮, 等. 基于FOSM-MRAS观测器的永磁同步电机MPTC系统[J]. 电机与控制学报, 2020, 24(4): 121-130. Miao Zhongcui, Wang Zhihao, Li Dongliang, et al. Permanent magnet synchronous motor MPTC system based on FOSM-MRAS observer[J]. Electric Machines and Control, 2020, 24(4): 121-130. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557054158487716, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=Suwankawin S, Sangwongwanich S. Design strategy of an adaptive full-order observer for speed-sensorless induction-motor drives-tracking performance and stabiliza- tion[J]. IEEE Transactions on Industrial Electronics, 2006, 53(1): 96-119., articleTitle=null, refAbstract=null), Reference(id=1322557055840403621, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=Luo Cheng, Wang Bo, Yu Yong, et al. Decoupled stator resistance estimation for speed-sensorless induction motor drives considering speed and load torque variations[J]. IEEE Journal of Emerging and Selected Topics in Power Electronics, 2020, 8(2): 1193-1207., articleTitle=null, refAbstract=null), Reference(id=1322557055907512486, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=Yin Zhonggang, Zhang Yanqing, Du Chao, et al. Research on anti-error performance of speed and flux estimation for induction motors based on robust adaptive state observer[J]. IEEE Transactions on Industrial Electronics, 2016, 63(6): 3499-3510., articleTitle=null, refAbstract=null), Reference(id=1322557056188530855, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, 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=Xu Yanping, Zhou Qin, Zhang Baocheng. A model predictive torque control strategy of PMSM with torque deadbeat duty cycle control[C]//2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia). Hefei, China, 2016: 782-785., articleTitle=null, refAbstract=null), Reference(id=1322557056272416936, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[10], rfOrder=9, authorNames=null, journalName=null, refType=null, unstructuredReference=Guo Leilei, Jin Nan, Gan Chun, et al. Hybrid voltage vector preselection-based model predictive control for two-level voltage source inverters to reduce the common-mode voltage[J]. IEEE Transactions on Industrial Electronics, 2020, 67(6): 4680-4691., articleTitle=null, refAbstract=null), Reference(id=1322557056360497321, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[11], rfOrder=10, authorNames=null, journalName=null, refType=null, unstructuredReference=Wang Fengxiang, Lin Guiying, He Yingjie. Passivity-based model predictive control of three-level inverter-fed induction motor[J]. IEEE Transactions on Power Electronics, 2021, 36(2): 1984-1993., articleTitle=null, refAbstract=null), Reference(id=1322557056624738474, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[12], rfOrder=11, authorNames=null, journalName=null, refType=null, unstructuredReference=刘建国, 赵攀, 吴友华, 等. 氢燃料电池系统控制参数多目标优化研究[J]. 电源技术, 2026, 50(5): 958-965. Liu Jianguo, Zhao Pan, Wu Youhua, et al. Multi-objective optimization of control parameters in hydrogen fuel cell systems[J]. Chinese Journal of Power Sources, 2026, 50(5): 958-965. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557056696041643, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[13], rfOrder=12, authorNames=null, journalName=null, refType=null, unstructuredReference=Rodriguez J, Garcia C, Mora A, et al. Latest advances of model predictive control in electrical drives: Part II: Applications and benchmarking with classical control methods[J]. IEEE Transactions on Power Electronics, 2022, 37(5): 5047-5061., articleTitle=null, refAbstract=null), Reference(id=1322557056771539116, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[14], rfOrder=13, authorNames=null, journalName=null, refType=null, unstructuredReference=Rattanaudompisut A, Po-Ngam S. Implementation of an adaptive full-order observer for speed-sensorless induction motor drives[C]//2015 18th International Conference on Electrical Machines and Systems (ICEMS). Pattaya, Thailand, 2016: 1871-1876., articleTitle=null, refAbstract=null), Reference(id=1322557057031585965, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[15], rfOrder=14, authorNames=null, journalName=null, refType=null, unstructuredReference=邓歆, 张广明, 王德明, 等. 异步电机全阶磁链观测器反馈矩阵设计[J]. 电机与控制学报, 2015, 19(12): 7-17. Deng Xin, Zhang Guangming, Wang Deming, et al. Feed-back matrix design of full order flux observer for induction motor[J]. Electric Machines and Control, 2015, 19(12): 7-17. (in Chinese), articleTitle=null, refAbstract=null), Reference(id=1322557057090306222, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322557044532559990, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[16], rfOrder=15, authorNames=null, journalName=null, refType=null, unstructuredReference=Zhang Yunan, Zhao Yuhui, Yan Nanming. Research on a vector control system for asynchronous motor[C]//2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC). 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