Anomaly detection of robot arm using autoencoder

Abstract

This paper discussed the anomaly detection of robot arm using autoencoder. In our system, the current of joint motor are measured by the current sensor. We adapted the autoencoder to detect the anomalous value in the motor’s current. The autoencorder is the one method of the unsupervised machine learnings. The effectiveness of our system is demonstrated by several experiments.