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

• Дата: 2021
• Автори: Akkouchi, K., Rahmani, L., Lebied, R.
• Формат: Стаття
• Мова: English
• Опубліковано: National Technical University "Kharkiv Polytechnic Institute" and State Institution “Institute of Technical Problems of Magnetism of the National Academy of Sciences of Ukraine” 2021
• Теми: штучна нейронна мережа; пряме керування потужністю; синхронний генератор з постійними магнітами; пряме керування потужністю на основі штучних нейронних мереж; artificial neural network; direct power control; permanent magnet synchronous generator; direct power control based on the use of artificial neural networks
• Онлайн доступ: http://eie.khpi.edu.ua/article/view/239155
• Назва журналу: 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...