Sri Tanav Kambhampati

Control-Aware Predictive Maintenance of Industrial Robot Motors Using Multi-Sensor Fusion and FDIR Integration

This paper presents a deployable multi-sensor anomaly detection pipeline for predictive maintenance of robot joint motors using synchronized temperature, voltage, and encoder position measurements. The proposed workflow performs preprocessing and temporal alignment, constructs lightweight temporally informed features (...