Selected numerical methods to model the fractional-order system behavior of nonlaminated magnetic actuators

IF 0.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS At-Automatisierungstechnik Pub Date : 2023-03-01 DOI:10.1515/auto-2022-0002
Robert Seifert, Martin Hecht, Wilfried Hofmann
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Abstract

Abstract Nonlaminated magnetic actuators are highly influenced by eddy currents and minor perturbations like e. g. hysteresis. Known analytical models lead to trans-cendental system descriptions with fractional-order characteristics, not suited for the actuator control. Although analytical approximations resolve the issue, the inclusion of minor perturbations leads to impractical model orders, which require simplifications and compromise the model accuracy. This article studies numerical methods to directly approximate the transcendental systems or measurement data, allowing for a high accuracy with sufficiently low orders. We improve existing approaches like Levy’s method and vector fitting and apply them to a fractional-order system. Using measurement data, a comparison shows that the numerical approaches match or excel our previously studied analytical approximations.
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选择数值方法来模拟非层压磁致动器的分数阶系统行为
摘要非层合磁致动器受涡流和磁滞等微小扰动的影响较大。已知的解析模型导致具有分数阶特征的跨中心系统描述,不适合执行器控制。虽然解析近似解决了这个问题,但包含较小的扰动会导致不切实际的模型阶数,这需要简化并损害模型精度。本文研究了直接逼近先验系统或测量数据的数值方法,使其在足够低的阶数下具有较高的精度。我们改进了现有的方法,如Levy的方法和向量拟合,并将它们应用于分数阶系统。利用实测数据进行了比较,结果表明数值方法与我们先前研究的解析近似相匹配或优于。
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来源期刊
At-Automatisierungstechnik
At-Automatisierungstechnik 工程技术-自动化与控制系统
CiteScore
2.00
自引率
10.00%
发文量
99
审稿时长
6-12 weeks
期刊介绍: Automatisierungstechnik (AUTO) publishes articles covering the entire range of automation technology: development and application of methods, the operating principles, characteristics, and applications of tools and the interrelationships between automation technology and societal developments. The journal includes a tutorial series on "Theory for Users," and a forum for the exchange of viewpoints concerning past, present, and future developments. Automatisierungstechnik is the official organ of GMA (The VDI/VDE Society for Measurement and Automatic Control) and NAMUR (The Process-Industry Interest Group for Automation Technology). Topics control engineering digital measurement systems cybernetics robotics process automation / process engineering control design modelling information processing man-machine interfaces networked control systems complexity management machine learning ambient assisted living automated driving bio-analysis technology building automation factory automation / smart factories flexible manufacturing systems functional safety mechatronic systems.
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