“Optical sensors, with their advantages of low electromagnetic interference, small size, and light weight, can significantly improve the accuracy of estimating state of charge (SOC) and state of health (SOH). The research progress of optical sensors in the field of energy storage device monitoring is introduced, and experts explore the working principle and data processing algorithm of fiber optic sensors, providing solutions for battery performance optimization and fault prediction.”