Soft sensor, virtual sensor, pressure estimation, sensorless control, torque and load estimation, tool wear, anomaly detection, edge AI embedded on PLCs and microcontrollers.
Estimating internal pressure on hydraulic equipment without adding hardware, running on the existing microcontroller.
Read moreLearning the normal behaviour of pumps and rotating equipment from normal-operation data alone, then flagging early signs of trouble before failure.
Estimating torque and load on motors and drives without a dedicated sensor, embedded on the drive itself.
Estimating cutting-tool wear and remaining life from spindle signals during machining.
Estimating molded-part quality from machine signals, on the molding machine's own controller.
Identifying which variables, time lags, and interactions drive batch-to-batch yield variation.
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