This technical FAQ discusses how AI thermal models compare to physics-based approaches and which deep learning architectures ...

While the electric vehicle (EV) industry is continually looking to maximize driving range, a new sensor for automotive battery management systems (BMS) claims to provide accurate state of charge (SOC) ...

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.

What functions does a typical battery-management system perform? The role of OCV in determining state of charge. Different approaches for better BMS accuracy. Handling a BMS's state of health.

If the beating heart of an electric vehicle (EV) is its battery, then the battery management system (BMS) is its brain. While you focus on the road, the BMS is hard at work continuously monitoring all ...

In this course, you will learn how to implement different state-of-charge estimation methods and to evaluate their relative merits. Prior knowledge needed: ECEA 5730, ECEA 5731, a Bachelor’s degree in ...

In this course, you will learn how to design balancing systems and to compute remaining energy and available power for a battery pack. Prior knowledge needed: ECEA 5730, ECEA 5731, ECEA 5732, ECEA ...

Oshkosh Corporation, a leading manufacturer of purpose-built vehicles and equipment has invested in Eatron Technologies, a developer of Artificial Intelligence (AI) powered Battery Management Software ...