Fault Detection and Diagnostics (FDD) is a critical process in engineering and maintenance that involves identifying, isolating, and diagnosing faults in a system to ensure optimal performance and prevent failures. It combines data analysis, pattern recognition, and machine learning techniques to enhance system reliability and reduce downtime by providing timely and accurate fault information.