STMicroelectronics accelerates AI-enhanced motor control with machine-learning software pack

Pre-configured to identify normal, high-vibration, and unstable motor conditions STMicroelectronics (NYSE:STM)GENEVA, ...
IEEE

FPGA IP Core for DC Motor Control With Adaptive Neural Network PID Tuning, and High-Resolution Encoder Interface

Abstract: Traditional proportional integral derivative (PID) falls short for precise control of DC motor speed under changing conditions. This paper presents a novel FPGA based IP (intellectual ...
IEEE

A Few-Shot Domain Class Incremental Motor Fault Diagnosis Method With Dynamic Anchor Prototyping

Abstract: Domain incremental class learning has been studied in the fault diagnosis of motors and other mechanical equipment. However, in domain-incremental few-shot scenarios, existing incremental ...