Spatio-temporal modeling for overactuated motion control

IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Mechatronics Pub Date : 2024-11-20 DOI:10.1016/j.mechatronics.2024.103270
Paul Tacx , Matthijs van de Vosse , Robbert Voorhoeve , Gert Witvoet , Marcel Heertjes , Tom Oomen
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Abstract

Increasingly stringent performance requirements for motion systems necessitate explicit control of the flexible dynamic behavior. The aim of this paper is to present an approach to identify spatio-temporal models of overactuated mechatronic systems with a limited number of spatially distributed sensors. The proposed approach exploits the modal modeling framework and exploits the symmetry in modal models to enhance the spatial resolution of the identified spatially-sampled modal models. Spatio-temporal models are identified by updating prior finite element method-based models based on the identified extended modal models. The experimental results illustrate the effectiveness of the proposed approach for the identification of complex position-dependent mechanical systems.
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过动运动控制的时空建模
对运动系统的性能要求越来越严格,因此有必要对灵活的动态行为进行明确控制。本文旨在提出一种方法,利用数量有限的空间分布式传感器来识别超动机电一体化系统的时空模型。所提出的方法利用了模态建模框架,并利用模态模型的对称性来提高所识别的空间采样模态模型的空间分辨率。在已识别的扩展模态模型的基础上,通过更新先前基于有限元法的模型来识别时空模型。实验结果表明了所提出的方法在识别复杂的位置相关机械系统方面的有效性。
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来源期刊
Mechatronics
Mechatronics 工程技术-工程:电子与电气
CiteScore
5.90
自引率
9.10%
发文量
0
审稿时长
109 days
期刊介绍: Mechatronics is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes. It relates to the design of systems, devices and products aimed at achieving an optimal balance between basic mechanical structure and its overall control. The purpose of this journal is to provide rapid publication of topical papers featuring practical developments in mechatronics. It will cover a wide range of application areas including consumer product design, instrumentation, manufacturing methods, computer integration and process and device control, and will attract a readership from across the industrial and academic research spectrum. Particular importance will be attached to aspects of innovation in mechatronics design philosophy which illustrate the benefits obtainable by an a priori integration of functionality with embedded microprocessor control. A major item will be the design of machines, devices and systems possessing a degree of computer based intelligence. The journal seeks to publish research progress in this field with an emphasis on the applied rather than the theoretical. It will also serve the dual role of bringing greater recognition to this important area of engineering.
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