Building confidence through design: integrating and verifying an AI virtual sensor

Overview

Avinash Nehemiah’s India presentation follows a battery-SOC virtual sensor through AI modeling, system simulation, memory/runtime trade-offs, V&V and hardware testing. It covers model compression, SIL/PIL/HIL equivalence, input-perturbation verification and out-of-distribution monitoring.