Machine Learning

Machine Learning (ML) is a subset of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. In the context of maintenance, ML uses statistical analysis, pattern recognition, and algorithms to identify anomalies and potential failure indicators from extensive sensor data. By predicting failures, ML enables timely intervention and efficient maintenance practices.