Battery management systems (BMS) form a critical component in the design and operation of electric vehicles (EVs), ensuring the efficient, safe, and long-term performance of battery packs. These ...

A new study highlights the critical role of advanced AI-integrated battery management system technologies in monitoring, optimizing, and predicting battery performance for reliable and sustainable ...

In our increasingly digital and energy-dependent world, batteries have become a vital component in powering our devices and vehicles. From smartphones to electric cars, the performance and safety of ...

A battery management system (BMS) monitors and controls batteries in vehicles such as more-electric aircraft and electric cars. It needs to undergo rigorous tests under nominal and extreme conditions ...

Energy storage systems (ESS) are critical for grid stability as renewable energy adoption accelerates, but safety concerns have emerged due to fire hazards in lithium-ion batteries. Korea Electric ...

The stability and safety of lithium batteries require treating them with careful consideration. If lithium-ion battery cells do not operate within a constrained state-of-charge (SOC) range, their ...

When it comes to pushing the limits of lithium-ion (Li-ion) batteries, companies are investing the most in new materials and chemistries such as solid-state electrolytes and lithium-metal anodes, or ...

The core challenges with traditional EV BMS architectures. Types of AI applied in the automotive industry. How AI optimizes state of charge, state of health, and range prediction in an EV BMS.

Writer and occasional reluctant perpetrator of engine swaps, James O'Neil is a malaise era enthusiast and also fascinated by the many ways the auto industry has since recovered from those dark days.

Earlier BMS lacked microcontrollers, advanced sensors, and data-processing capabilities, meaning they couldn't monitor each cell in detail, estimate State of Charge (SoC) or State of Health (SoH), or ...