
APPLICATION OF GREY WOLF OPTIMIZATION IN ORDER REDUCTION AND CONTROL
LAP Lambert Academic Publishing
Published on 12. March 2026
Book
Paperback/Softback
80 pages
978-620-9-74053-4 (ISBN)
Description
This work presents the application of the Grey Wolf Optimization (GWO) algorithm for model order reduction of linear time-invariant (LTI) systems and PID controller tuning for DC motor control. The reduced-order model is obtained by minimizing the Integral Square Error (ISE) between the transient responses of the original high-order system and the reduced system. Results show that the GWO-based method provides improved transient response and lower ISE compared with existing techniques. Additionally, GWO is used to tune PID parameters using the ITAE performance index. Simulation results demonstrate reduced rise time and settling time, and robustness analysis confirms stable performance under parameter variations.
More details
Language
English
Dimensions
Height: 220 mm
Width: 150 mm
Thickness: 5 mm
Weight
137 gr
ISBN-13
978-620-9-74053-4 (9786209740534)
Schweitzer Classification
Persons
Abhishek Gupta is an Associate Professor in the Department of Electrical Engineering at Swami Keshvanand Institute of Technology, Management & Gramothan (SKIT), Jaipur, India. He has extensive teaching and research experience. His research interests include power systems, control systems, electrical machines, renewable energy.