Advanced Optimization for Motion Control Systems
- Format: Innbundet
- Antall sider: 166
- Språk: Engelsk
- Forlag/Utgiver: SD Books
- EAN: 9780367343392
- Utgivelsesår: 2020
- Bidragsyter: Ma, Jun; Li, Xiaocong; Tan, Kok Kiong (National University of Singapore)
Precision motion control is strongly required in many fields, such as precision engineering, micromanufacturing, biotechnology, and nanotechnology. Although great achievements have been made in control engineering, it is still challenging to fulfill the desired performance for precision motion control systems. Substantial works have been presented to reveal an increasing trend to apply optimization approaches in precision engineering to obtain the control system parameters. In this book, we present a result of several years of work in the area of advanced optimization for motion control systems.
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 t