Applied Intelligent Control of Induction Motor Drives
By Keli Shi
The aim of this book is to explore new areas of AI-based motion control in order to make the control unit less sensitive to parameterized changes. Induction motors are among the most important graduates in the industry. They are mostly used as fixed-speed motors when fed from a fixed frequency voltage source. However, the emergence of advanced electronic power transformers and powerful digital signal processors enabled the development of high-speed AC motors.
- Author
- Keli Shi
- Language
- English
- Size
- 11.0 MB
- Pages
- 432
- Format
- Year
- 2011
- Edition
- 1
About This Book
The aim of this book is to explore new areas of AI-based motion control in order to make the control unit less sensitive to parameterized changes. Induction motors are among the most important graduates in the industry. They are mostly used as fixed-speed motors when fed from a fixed frequency voltage source. However, the emergence of advanced electronic power transformers and powerful digital signal processors enabled the development of high-speed AC motors.
Contents
- Unit 1: Introduction
- Unit 2: Philosophy of Induction Motor Control
- Unit 3: Modeling and Simulation of Induction Motor
- Unit 4: Fundamentals of Intelligent Control Simulation
- Unit 5: Expert-System-based Acceleration Control
- Unit 6: Hybrid Fuzzy/PI Two-Stage Control
- Unit 7: Neural-Network-based Direct Self Control
- Unit 8: Parameter Estimation Using Neural Networks
- Unit 9: GA-Optimized Extended Kalman Filter for Speed Estimation
- Unit 10: Optimized Random PWM Strategies Based On Genetic Algorithms
- Unit 11: Experimental Investigations
- Unit 12 :Conclusions and Future Developments