Improved Fault Classification and Localization in Power Transmission Networks using VAE-generated Synthetic Data and Machine Learning Algorithms

• DOI: 10.20944/preprints202309.1009.v1
• Publication Date: 2023-09-18T07:44:26Z
• Authors: Muhammad Amir Khan; Bilal Asad; Toomas Vaimann; Ants Kallaste; Raimondas Pomarnacki; Van Khang Hyunh
• Keywords: Ensemble Learning

Keywords: Electrical power systems, Support vector machines, Random Forest, Machine learning, Wavelet transform, Transmission lines fault, quality, Short circuit, Classification of faults, Localization Decision trees, Ensemble K-nearest neighbors.