Manual inspection and traditional fault detection have various drawbacks,so the research of intelligent photovoltaic module fault detection is more and more urgent.This paper introduces the existing traditional fault diag-nosis technology at home and abroad,and studies the intelligent fault detection based on energy loss and multi-class images,and summarizes the advantages and disadvantages of intelligent fault detection.