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Advanced Motion Control: An Adaptive Robust Control Framework

机译:高级运动控制:自适应强大的控制框架

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The rapid advances in microelectronics and microprocessor technologies during the past decades have made the physical integration of mechanical systems, various sensors, and computer based control implementation platform rather affordable and a standard choice for any modern precision machines. Such a hardware configuration enables the control of the overall system to be constructed in the same way as what a human brain normally does - seamless integration of the fast reaction (or instantaneous feedback reaction) to immediate feedback information and the slow learning utilizing large amount of stored past information that is available in the computer based control systems. The theoretically solid nonlinear adaptive robust control (ARC) theory that has been developed recently well reflects such an intuitive integrated design philosophy of human brains, and has been experimentally demonstrated achieving better control performance than existing nonlinear robust controls (e.g., sliding mode controls) or nonlinear adaptive controls in a number of motion control applications. This paper is to expose motion control engineers to the essences of such an advanced nonlinear control design methodology. Some recent ARC research results are discussed as well. The precision motion control of a linear motor driven high-speed/high-acceleration X-Y positioning stage is used as a case study and comparative experimental results are presented to illustrate the performance and practical benefits that can be achieved by the proposed ARC approach in implementation.
机译:微电子和微处理器技术在过去几十年中的快速进步使机械系统,各种传感器和基于计算机的控制实现平台的物理集成,相当实惠,以及任何现代精密机器的标准选择。这种硬件配置使得控制整个系统的控制以与人类大脑通常相同的方式构建 - 快速反应(或瞬时反馈反应)的无缝集成到即时反馈信息和利用大量的慢速学习存储在基于计算机的控制系统中可用的过去的信息。已经开发的理论上实体的非线性自适应鲁棒控制(ARC)理论,最近良好地反映了这种直观的人性脑的综合设计理念,并且已经通过实验证明了比现有的非线性强大控制(例如,滑动模式控制)或许多运动控制应用中的非线性自适应控制。本文将使运动控制工程揭示到这种先进的非线性控制设计方法的本质。还讨论了一些最近的弧形研究结果。使用线性电动机驱动的高速/高加速X-Y定位级的精密运动控制用作案例研究,并提出了比较实验结果,以说明通过所提出的实施中所提出的电弧方法可以实现的性能和实用益处。

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