This document discusses battery management systems (BMS) for battery-powered vehicles. It covers the hardware and software components of a BMS, including voltage, current, and temperature sensors. The document also discusses state estimation techniques for a BMS to monitor battery state of charge, health, power, temperature, and safety. Future trends in BMS state estimation are mentioned as well.