With silicon solar cells as the research object, this paper takes their nondestructive character and analyzes their quality with noise-based technology. Through the stress aging of samples and the testing of various types of noise, including 1/f noise, microplasma noise, and G-R noise, in the cells in the laboratory, the noise characteristics are analyzed. The research results show that noise is correlated with defects in silicon solar cells. The different types of noise can be used to characterize different parts and types of defects in the cells according to the mechanism of generation of noise and the failure physics of photovoltaic devices, and thereby, the evaluation of the quality and analysis of the reliability of solar cells can be achieved.