EV Power Battery System Test Knowledge – Part 2
3 External fault issues 3.1 Analysis of Sensor Fault Problems The battery management system needs to have functions such as voltage balancing and overcurrent protection, which are mainly achieved through reliable temperature, voltage, and current sensors. Usually, sensor failures are not taken seriously, which can have very serious consequences. There are several main types of sensor faults in power batteries: voltage sensor faults, current sensor faults, and temperature sensor faults. Current sensor faults can reduce the accuracy of multi-state estimation, and SOC and temperature measurement data can be applied to real-time update of battery model parameters to achieve high-precision prediction. Lithium ion batteries need to operate within a safe voltage and temperature range, as exceeding a reasonable range can affect battery performance and cause accidents. Voltage and temperature sensors can also cause balancing errors and thermal management failures in battery ma...