Behavior-Driven SOC and Time-to-Empty Prediction for Smartphone Batteries Using a Continuous-Time Electro-Thermal Model
: Accurate smartphone time-to-empty (TTE) prediction requires a model that links user behavior, device-level power demand, and battery electro-thermal dynamics. This paper presents a continuous-time framework for predicting state of charge (SOC) and TTE under behavior-driven operating conditions. Screen brightness, CPU...