The method of multi objective design of nonlinear electromechanical tracking systems based on neural network controller using hybrid metaheuristic optimization algorithm

• Date: 2026
• Main Authors: Kuznetsov, B. I., Nikitina, T. B., Bovdui, I. V., Voloshko, O. V., Kolomiets, V. V., Kobylianskyi, B. B.
• Format: Article
• Language: English
• Published: National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2026
• Subjects: nonlinear electromechanical tracking system; neural network controller; multi objective design; computer simulation; experimental research
• Online Access: https://eie.khpi.edu.ua/article/view/366076
• Journal Title: Electrical Engineering & Electromechanics

Problem. Most research on the design of nonlinear electromechanical tracking systems has been conducted using typical proportional-differential controllers, but there is no methodology for designing nonlinear electromechanical tracking system based on neural network controller to meet different requ...