Edge AI use cases

Our solution provides a cost-effective and reliable way to detect and interrupt faults, meeting the stringent safety standards of UL1699 and IEC62606.

Cost-effective arc protection meeting global safety standards (UL1699B and IEC63027).

Single PIR sensor based solution for differentiating between multiple sources of motion leverarging a MCU-scalable Edge AI solution.

Protect AC motor drive designs with high-accuracy AI based motor fault classification.

Reduce noise, improve efficiency, increase reliability of HVAC system by detecting fan-blade imbalance early with TI's MCUs.

Deploy cost-effective edge AI solution on existing OBC control MCU to detect grid voltage anomalies.

Operate power converter MOSFETs within rated junction temperature for safety and long-term reliablity using edge AI models.

Edge AI digit recognition in a compact, low-power device footprint on cost and power optimized models for MCU solutions.

Extend the battery life of wearable medical devices by using edge AI with low-power sensors for immediate and precise detection of cardiac events.

Ensure gearbox reliability with accurate falult detection using AI-accelerated chip.

Ensure rotor reliability and provide condition monitoring with accurate temperature prediction using AI-accelerated devices.

Ensure linear actuator reliability and provide condition monitoring with current sensors and accelerometers using AI-accelerated devices.