Article(id=1262079398992273583, tenantId=1146029695717560320, journalId=1260987750510510108, issueId=1262079396291141802, articleNumber=null, orderNo=null, doi=10.19651/j.cnki.emt.2519291, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1751644800000, receivedDateStr=2025-07-05, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1778832777021, onlineDateStr=2026-05-15, pubDate=null, pubDateStr=null, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1778832777021, onlineIssueDateStr=2026-05-15, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1778832777021, creator=13701087609, updateTime=1778832777021, updator=13701087609, issue=Issue{id=1262079396291141802, tenantId=1146029695717560320, journalId=1260987750510510108, year='2026', volume='49', issue='6', pageStart='1', pageEnd='256', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=1, specialIssue=null, createTime=1778832776377, creator=13701087609, updateTime=1778832914473, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1262079975688122904, tenantId=1146029695717560320, journalId=1260987750510510108, issueId=1262079396291141802, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1262079975688122905, tenantId=1146029695717560320, journalId=1260987750510510108, issueId=1262079396291141802, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=76, endPage=85, ext={EN=ArticleExt(id=1262079400007295159, articleId=1262079398992273583, tenantId=1146029695717560320, journalId=1260987750510510108, language=EN, title=Fractional order linear active disturbance rejection control for electromagnetic levitation system, columnId=1262079399856300214, journalTitle=Electronic Measurement Technology, columnName=Theory and Algorithms, runingTitle=null, highlight=null, articleAbstract=

Aiming at the problems that the electromagnetic levitation system is easily affected by external disturbances and the inherent contradiction of the integer order PD in the traditional linear active disturbance rejection control, this paper proposes a fractional order linear active disturbance rejection control method. The linear extended state observer is used to estimate the total disturbance of the system in real time, and a fractional order differential operator is introduced into the position loop control law. By utilizing the characteristic that its order can be continuously adjusted within the interval (0, 2), the requirements of phase and amplitude in the frequency domain are flexibly adapted. Theoretical analysis shows that fractional-order linear active disturbance rejection controller can simultaneously enhance the disturbance suppression ability in the low-frequency band and suppress the high-frequency noise amplification effect. Simulation and experimental results show that, compared with linear active disturbance rejection control, fractional-order linear active disturbance rejection controller, reduces the position deviation by 48.72%, shortens the adjustment time by 80.28%, and can effectively deal with stronger disturbances and improve the tracking accuracy, significantly enhancing the anti-interference and tracking performance of the system.

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针对电磁悬浮系统易受外部扰动影响及传统线性自抗扰控制的整数阶PD固有矛盾问题,本文提出分数阶线性自抗扰控制方法。通过线性扩张状态观测器实时估计系统总扰动,并在位置环控制律中引入分数阶微分算子,利用其阶次在(0,2)区间连续可调的特性,灵活适配频域内相位与幅值需求。理论分析表明,分数阶线性自抗扰控制能同时增强低频段扰动抑制能力并抑制高频噪声放大效应。仿真与实验结果显示,相较于线性自抗扰控制,分数阶线性自抗扰控制使位置偏移减小48.72%、调节时间缩短80.28%,并能有效应对更强扰动并提升跟踪精度,显著提升了系统的抗干扰性与跟踪性能。

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胡志强(通信作者),硕士研究生,主要研究方向为磁悬浮控制。E-mail:
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张振利,副教授,主要研究方向为磁悬浮交通系统。E-mail:

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张振利,副教授,主要研究方向为磁悬浮交通系统。E-mail:

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电磁悬浮系统的分数阶线性自抗扰控制
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张振利 1, 2 , 胡志强 1, 2 , 宋成林 1, 2 , 李勇群 1, 2
电子测量技术 | 理论与算法 2026,49(6): 76-85
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电子测量技术 | 理论与算法 2026, 49(6): 76-85
电磁悬浮系统的分数阶线性自抗扰控制
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张振利1, 2 , 胡志强1, 2 , 宋成林1, 2, 李勇群1, 2
作者信息
  • 1.江西理工大学电气工程与自动化学院 赣州 341000
  • 2.磁浮轨道交通装备江西省重点实验室 赣州 341000
  • 张振利,副教授,主要研究方向为磁悬浮交通系统。E-mail:

通讯作者:

胡志强(通信作者),硕士研究生,主要研究方向为磁悬浮控制。E-mail:
Fractional order linear active disturbance rejection control for electromagnetic levitation system
Zhenli Zhang1, 2 , Zhiqiang Hu1, 2 , Chenglin Song1, 2, Yongqun Li1, 2
Affiliations
  • 1.School of Electrical Engineering and Automation, Jiangxi University of Science and Technology, Ganzhou 341000, China
  • 2.Jiangxi Province Key Laboratory of Maglev Rail Transit Equipment, Ganzhou 341000, China
doi: 10.19651/j.cnki.emt.2519291
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针对电磁悬浮系统易受外部扰动影响及传统线性自抗扰控制的整数阶PD固有矛盾问题,本文提出分数阶线性自抗扰控制方法。通过线性扩张状态观测器实时估计系统总扰动,并在位置环控制律中引入分数阶微分算子,利用其阶次在(0,2)区间连续可调的特性,灵活适配频域内相位与幅值需求。理论分析表明,分数阶线性自抗扰控制能同时增强低频段扰动抑制能力并抑制高频噪声放大效应。仿真与实验结果显示,相较于线性自抗扰控制,分数阶线性自抗扰控制使位置偏移减小48.72%、调节时间缩短80.28%,并能有效应对更强扰动并提升跟踪精度,显著提升了系统的抗干扰性与跟踪性能。

电磁悬浮系统  /  分数阶自抗扰控制  /  频域分析  /  抗干扰能力  /  跟踪精度

Aiming at the problems that the electromagnetic levitation system is easily affected by external disturbances and the inherent contradiction of the integer order PD in the traditional linear active disturbance rejection control, this paper proposes a fractional order linear active disturbance rejection control method. The linear extended state observer is used to estimate the total disturbance of the system in real time, and a fractional order differential operator is introduced into the position loop control law. By utilizing the characteristic that its order can be continuously adjusted within the interval (0, 2), the requirements of phase and amplitude in the frequency domain are flexibly adapted. Theoretical analysis shows that fractional-order linear active disturbance rejection controller can simultaneously enhance the disturbance suppression ability in the low-frequency band and suppress the high-frequency noise amplification effect. Simulation and experimental results show that, compared with linear active disturbance rejection control, fractional-order linear active disturbance rejection controller, reduces the position deviation by 48.72%, shortens the adjustment time by 80.28%, and can effectively deal with stronger disturbances and improve the tracking accuracy, significantly enhancing the anti-interference and tracking performance of the system.

electromagnetic levitation system  /  fractional order active disturbance rejection control  /  frequency domain analysis  /  anti disturbance capability  /  tracking accuracy
张振利, 胡志强, 宋成林, 李勇群. 电磁悬浮系统的分数阶线性自抗扰控制. 电子测量技术, 2026 , 49 (6) : 76 -85 . DOI: 10.19651/j.cnki.emt.2519291
Zhenli Zhang, Zhiqiang Hu, Chenglin Song, Yongqun Li. Fractional order linear active disturbance rejection control for electromagnetic levitation system[J]. Electronic Measurement Technology, 2026 , 49 (6) : 76 -85 . DOI: 10.19651/j.cnki.emt.2519291
  • 国家重点研发计划(2023YFB4302100)
  • 江西省重大科技研发专项(20232ACE01011)
  • 磁浮轨道交通装备江西省重点实验室(2020SSY050)
2026年第49卷第6期
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doi: 10.19651/j.cnki.emt.2519291
  • 接收时间:2025-07-05
  • 首发时间:2026-05-15
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  • 收稿日期:2025-07-05
基金
国家重点研发计划(2023YFB4302100)
江西省重大科技研发专项(20232ACE01011)
磁浮轨道交通装备江西省重点实验室(2020SSY050)
作者信息
    1.江西理工大学电气工程与自动化学院 赣州 341000
    2.磁浮轨道交通装备江西省重点实验室 赣州 341000

通讯作者:

胡志强(通信作者),硕士研究生,主要研究方向为磁悬浮控制。E-mail:
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光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
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