How Electric Vehicle Manufacturers Employ AI Strategically

Machine learning models help with battery life cycle management. Blending advanced electronics with IoT, data science and digital twins, ML models with predictive intelligence can anticipate battery life, identify degradation breakdowns and their causes. Akhil Aryan, the cofounder of ION Energy, a company that applies intelligent battery analytics to improve the performance of lithium-ion batteries, says data on battery life includes performance, state of charge, stress from rapid acceleration and deceleration, temperature and the number of charge cycles.