New application of artificial neural network-based direct power control for permanent magnet synchronous generator

• Date: 2021
• Main Authors: Akkouchi, K., Rahmani, L., Lebied, R.
• Format: Article
• Language: English
• Published: National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2021
• Subjects: artificial neural network; direct power control; permanent magnet synchronous generator; direct power control based on the use of artificial neural networks
• Online Access: http://eie.khpi.edu.ua/article/view/239155
• Journal Title: Electrical Engineering & Electromechanics

Purpose. This article proposes a new strategy for Direct Power Control (DPC) based on the use of Artificial Neural Networks (ANN-DPC). The proposed ANN-DPC scheme is based on the replacement of PI and hysteresis regulators by neural regulators. Simulation results for a 1 kW system are provided to de...