Model-free control for an industrial long-stroke motion system with a nonlinear micropositioning actuator

IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Mechatronics Pub Date : 2024-10-09 DOI:10.1016/j.mechatronics.2024.103257
Yazan M. Al-Rawashdeh , Mohammad Al Saaideh , Marcel F. Heertjes , Tom Oomen , Mohammad Al Janaideh
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Abstract

Fine positioning stages based on piezoceramic materials have found widespread success in various applications due to their attractive features. However, the inherent hard nonlinear behavior of piezoelectric actuators complicates modeling, control, and synchronization processes. In this study, adopting an input–output perspective, we propose and experimentally verify a model-free control and synchronization technique for these stages. Specifically, our approach introduces a model-free trajectory generator that adjusts the desired trajectory using position measurement data to minimize tracking errors. We validate this technique using a representative precision motion system, consisting of a planner stage and a uni-axial fine stage, under step-and-scan trajectories commonly employed in wafer scanners. Remarkably, despite its simplicity, the proposed design procedure can be seamlessly extended to other robotics and automation applications.
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使用非线性微定位执行器的工业长行程运动系统的无模型控制
基于压电陶瓷材料的精细定位平台因其极具吸引力的特性而在各种应用中取得了广泛的成功。然而,压电致动器固有的硬非线性行为使建模、控制和同步过程变得复杂。在本研究中,我们从输入输出的角度出发,为这些阶段提出了一种无模型控制和同步技术,并进行了实验验证。具体来说,我们的方法引入了一种无模型轨迹生成器,可利用位置测量数据调整所需的轨迹,从而最大限度地减少跟踪误差。我们使用了一个具有代表性的精密运动系统来验证这种技术,该系统由一个规划台和一个单轴精细台组成,在晶圆扫描仪常用的步进扫描轨迹下运行。值得注意的是,尽管简单,但所提出的设计程序可以无缝扩展到其他机器人和自动化应用中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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