Journal of Artificial Intelligence, Machine Learning and Soft Computing

Author: Dr. Ramesh Tiwari

Abstract: Predictive maintenance leverages AI and machine learning to minimize downtime and operational costs in instrumentation systems. This paper explores predictive models trained on sensor data to forecast equipment failures. Results demonstrate a substantial reduction in unplanned downtimes and increased equipment lifespan.

Keywords: Predictive maintenance, AI, machine learning, sensor data, instrumentation.