Research on Fault Diagnosis Technology of Low-Voltage Distributed Photovoltaic Grid Connection Based on Machine Learning

• Published in: 2025 International Conference on Electrical Drives, Power Electronics & Engineering (EDPEE) pp. 128 - 134
• Main Authors: Zhang, Bo, Fan, Shen, Wang, Gang, Liu, Wenlong
• Format: Conference Proceeding
• Language: English
• Published: IEEE 26.03.2025
• Subjects: Accuracy; Cleaning; convolutional neural network; Convolutional neural networks; Data models; Data preprocessing; distributed photovoltaic; Fault diagnosis; Feature extraction; Low voltage; machine learning; Noise reduction; Photovoltaic systems

With the wide application of distributed photovoltaic power generation system, its stability and reliability have become the key factors in the energy supply system. In this paper, the fault diagnosis technology of low-voltage distributed photovoltaic grid connection based on machine learning (ML) i...