基于RA6T1和AI技术的电机故障智能检测

Intelligent Detection of Motor Fault Based on RA6T1 and AI Technology

该方案实现了基于嵌入式AI推断电机运行异常的方法。基于瑞萨电机控制MCU RA6T1,结合瑞萨的e-AI工具,将Google的TensorFlow Lite模型部署在MCU端,结合瑞萨专有的BLDC电机控制程序套件实现AI对电机运行状态的判断,可作为工厂自动化中预测性运维的实践基础。

This solution implements motor abnormal detection based on AI inference embedded in Renesas MCU RA6T1,along with Renesas e-AI toolkit,which helps to translate TensorFlow Lite from Google to accelerator on MCU.This is the base for factory automation predictive maintenance where motor monitoring is the major task to resolve.