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Intelligent Electric Drives: Modeling, Simulation, and Control Using MATLAB

Autor Samir I. Abood, Pamela Obiomon
en Limba Engleză Paperback – 4 mar 2027
The purpose of this book is to provide a comprehensive understanding of the behavior of power electronics, machines, and machine drives, as well as their applications. The book begins with the study of power electronics circuits and systems. Then, it presents their applications in the various types of configurations offered in lucid detail. This book is intended for college students, both in community colleges and universities. This book presents the relationship between power electronics and electrical machines. The major goal of the book is to present a concise introduction to power electronics and machine drives that can be covered in two semesters.
1)       End-to-End MATLAB® Integration for Real-World Problem Solving Every concept in the book, from power converters to electric machines, is accompanied by step-by-step MATLAB® modeling, simulation scripts, and waveform analysis. This allows students to move beyond theoretical equations and directly observe system behaviors, making it easier to master dynamic performance, control, and fault conditions.
2)       The book uniquely integrates both power electronics and machine drives in a single volume, eliminating the need for multiple texts. This holistic approach mirrors real-world systems where converters and motors operate together, providing students with a complete understanding of how modern drives are designed, controlled, and optimized.
3)       The book includes industrial case studies, such as vector control of induction motors, PWM inverters for motor drives, and renewable energy interfaces. These examples help students apply knowledge to solve engineering challenges, preparing them for capstone projects, lab experiments, and professional engineering roles.
4)       Fault Analysis and Diagnostic Features Using AI Algorithms. Advanced chapters introduce artificial intelligence techniques (e.g., fuzzy logic, neural networks, ANFIS) for fault detection in converters and machines. This gives students an edge in predictive maintenance and condition monitoring, skills that are highly in demand in modern smart grid and industrial automation sectors.
5)       Each chapter is structured with clear learning outcomes, simulation exercises, summaries, and review questions.
This makes it easy for instructors to design modular courses (e.g., focusing on DC-DC converters or induction motor drives), while allowing students to self-study at their own pace, ideal for both classroom use and online/hybrid formats.
 
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Specificații

ISBN-13: 9781041431237
ISBN-10: 1041431236
Pagini: 320
Ilustrații: 586
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Professional Reference, Undergraduate Advanced, and Undergraduate Core

Cuprins

1. Power Electronics Converters for Electric Drives. 2. Direct Current Machines. 3. AC Motors. 4. DC Drives. 5. AC Drives. 6. Artificial Intelligence in Power Electronics and Machine Drives

Notă biografică

Samir Abood received B.S. and M.S. degrees in Electrical Engineering from the University of Technology, Baghdad, Iraq, in 1996 and 2001, respectively, and a Ph.D. from Prairie View A&M University, Texas, USA. He began his engineering career before transitioning into academia, where he taught at the University of Baghdad, Al-Nahrain University, and the Middle Technical University. Later, he joined PVAMU as a research assistant and is currently a faculty member and researcher at the Smart Microgrid Advanced Research and Technology (SMART) Center and the Systems to Enhance Cybersecurity for Universal Research Environments (CYBER) Center. His research focuses on power systems, Smart grids, cybersecurity, power electronics, electrical machines, machine drives, and systems and control theory. He has authored 60 research papers and 17 books.
 
Pamela Obiomon is the dean of the Roy G. Perry College of Engineering at Prairie View A&M University. She is the seventh dean of the college and the first female to serve in this role. Pamela served as the department head of the Department of Electrical and Computer Engineering at PVAMU. She earned a B.S. in Electrical Engineering from the University of Texas at Arlington, an M.S. in Engineering from Prairie View A&M University, and a Ph.D. in Electrical Engineering from Texas A&M University.

Descriere

The purpose of this book is to provide a comprehensive understanding of the behavior of power electronics, machines, and machine drives, as well as their applications. The book begins with the study of power electronics circuits and systems.