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

• Datum: 2023
• Hauptverfasser: Sakhara, S., Brahimi, M., Nacib, L., Layadi, T. M.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2023
• Schlagworte: discrete wavelet transform; induction machine; three-phase model; multilayer perceptron neural network
• Online Zugang: 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...