Photovoltaic module manufacturers can comprehensively enhance the reliability of their products from multiple aspects such as optimizing product design, strictly controlling raw materials, improving production processes, and strengthening quality inspection and control. The specific measures are as follows: Optimize product design and conduct reliability design: During the product design stage, the usage requirements of photovoltaic modules under different environmental conditions should be fully considered. Reliability design methods, such as derating design and redundancy design, should be applied to enhance the reliability of the modules. For instance, it is necessary to rationally select the working current and voltage of the battery cells to keep them in a lower load state under normal working conditions, so as to reduce the aging speed of the battery cells. Conduct simulation and emulation: Utilize computer simulation technology to simulate and analyze the electrical performance, thermal performance, mechanical performance, etc. of photovoltaic modules, identify potential design issues in advance, and carry out optimization and improvement. For instance, through the finite element analysis software, the stress distribution of the components under the action of external forces such as different wind speeds and snow accumulation can be simulated to optimize the structural design of the components and enhance their resistance to mechanical loads. Design verification and optimization: Create product prototypes, conduct various environmental simulation tests and reliability tests, such as high and low temperature cycling tests, wet heat tests, salt spray tests, etc., to verify the rationality and reliability of the product design. Based on the test results, the product design is optimized and improved to ensure that the product can meet various working condition requirements in actual use. Strict control over raw materials and selection of high-quality suppliers: Conduct rigorous evaluations and screenings of raw material suppliers, choosing those with good reputations, stable production capabilities, and high-quality products. For instance, when it comes to battery cell suppliers, it is necessary to examine their production processes, equipment levels, product quality history and other aspects to ensure that the battery cells they supply have high conversion efficiency and good consistency. Strengthen raw material inspection: Establish a complete raw material inspection system and conduct strict quality inspection on each batch of raw materials. The inspection contents include