Application of a wavelet neural network approach to detect stator winding short circuits in asynchronous machines

• Дата: 2023
• Автори: Sakhara, S., Brahimi, M., Nacib, L., Layadi, T. M.
• 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” 2023
• Теми: дискретне вейвлет-перетворення; асинхронна машина; трифазна модель; багатошарова персептронна нейронна мережа; discrete wavelet transform; induction machine; three-phase model; multilayer perceptron neural network
• Онлайн доступ: http://eie.khpi.edu.ua/article/view/274687
• Назва журналу: Electrical Engineering & Electromechanics

Introduction. Nowadays, fault diagnosis of induction machines plays an important role in industrial fields. In this paper, Artificial Neural Network (ANN) model has been proposed for automatic fault diagnosis of an induction machine. The aim of this research study is to design a neural network model...