The Battery Pack Inspection Solution enables tactile sensing on automotive battery surfaces to monitor collisions, scratches, compression, and foreign object intrusion during operation. It records key event parameters—time, location, intensity, frequency, and stress distribution. This solution supports real-time diagnosis of the battery pack's state of health (SoH) and safety risk assessment, thereby providing proactive warnings and protection for driving safety and battery system integrity.