V. K. Nassa

Data-driven fault detection and diagnosis in automated manufacturing systems

Abstract. The introduction of a data-based fault detection and diagnosis (FDD) has radically changed the concept of automated manufacturing systems as it provides the capability to monitor real-time in an intelligent manner, diagnose faults beforehand, and predictive maintenance schedules. Data-driven methods, in contr...