In power batteries, the blue protective film (industry-called "blue film") is a core outer layer material, ensuring fixation, insulation, dustproofing, and waterproofing as a key barrier between cells and the environment. Yet scratches, damage, contamination, wrinkles, or depressions often occur, harming appearance and functionality—requiring mandatory defect detection.