
Advanced Optimization for Motion Control Systems
Description
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The book is organized into two parts: Part I focuses on the model-based approaches, and Part II presents the data-based approaches. To illustrate the practical appeal of the proposed optimization techniques, theoretical results are verified with practical examples in each chapter. Industrial problems explored in the book are formulated systematically with necessary analysis of the control system synthesis.
By virtue of the design and implementation nature, this book can be used as a reference for engineers, researchers, and students who want to utilize control theories to solve the practical control problems. As the methodologies have extensive applicability in many control engineering problems, the research results in the field of optimization can be applied to full-fledged industrial processes, filling in the gap between research and application to achieve a technology frontier increment.
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Persons
Xiaocong Li is currently a Research Scientist with the Mechatronics Group, Singapore Institute of Manufacturing Technology, Agency for Science, Technology and Research, Singapore. His research interests include precision
motion control, data-driven intelligent control, and industrial automation.
Kok Kiong Tan is currently a Professor with the Department of Electrical and Computer Engineering, National University of Singapore, Singapore. His current research interests include precision motion control and instrumentation, advanced process control and auto-tuning, and general industrial automation.
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