EXD Smart Thermal Mgmt (STM) is an onboard self-learning intelligent thermal management solution, optimizing comfort and energy per trip and for each driver. It integrates preference learning, AI sensing & route prediction, and a series of AI model predictions for holistic optimization. AI models are trained and iterated in the cloud and deployed to the vehicle for real-time intelligent inference on trip-specific energy optimization.

 

STM incorporates innovative AI sensing approaches including route inference, short-distance and near-destination detection, air cond preference, seat heatup preference and driving behavior scoring together to predict energy-saving scenarios for AI planning and personalization. This solution can achieve 5% to 7% energy savings for vehicles, significantly extending vehicle range efficiency for every driver.

 

Meanwhile, leveraging EXD's Analytics Toolbox and Flexible Data Collection solution, developers can continuously iterate on data and improve upon the STM AI models for in-depth BMS and powertrain optimization, greatly increasing OEM's development efficiency and reducing feature time-to-market.