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

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...

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Bibliographic Details
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
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Online Access:http://eie.khpi.edu.ua/article/view/239155
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Journal Title:Electrical Engineering & Electromechanics

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Electrical Engineering & Electromechanics