Embedding accelerometers into battery management systems (BMS) can detect early signs of battery degradation.Continuous mechanical stress can cause electrode separation, reducing operational efficiency and battery lifespan.Vibrations contribute to lithium plating, self-discharge, and capacity fade.Enhancing battery designs, integrating vibration-resistant materials, and refining BMS capabilities can lead to safer, more durable systems.