Robust domain adaptation strategies for vibration condition monitoring of machines at the edge

In this project, we are investigating compact machine learning algorithms implementable on microcontrollers for diagnosing faults and anomalies in machines based on vibration sensing. The focus is on development of light-weight algorithms that are immune to domain shift and concept drift (i.e. scalable to large number of various types of machines)

Faculty associated

Siddharth Tallur, Associate Professor, Electrical Engineering, IIT Bombay