Fault diagnosis in a five-level multilevel inverter using an artificial neural network approach

• Main Authors: Parimalasundar, E., Senthil Kumar, R., Chandrika, V. S., Suresh, K.
• Format: Article
• Language: English
• Published: National Technical University "Kharkiv Polytechnic Institute" and State Institution “Institute of Technical Problems of Magnetism of the National Academy of Sciences of Ukraine” 2023
• Subjects: штучна нейронна мережа; швидке перетворення Фур’є; багаторівневий інвертор; широтно-імпульсна модуляція; повні гармонічні спотворення; artificial neural network; fast Fourier transform; multilevel inverter; sinusoidal pulse width modulation; total harmonic distortion
• Online Access: http://eie.khpi.edu.ua/article/view/256732

Introduction. Cascaded H-bridge multilevel inverters (CHB-MLI) are becoming increasingly used in applications such as distribution systems, electrical traction systems, high voltage direct conversion systems, and many others. Despite the fact that multilevel inverters contain a large number of contr...