AI Fault Diagnosis uses artificial intelligence to identify, classify, and investigate faults in equipment, software, or operational systems. It analyzes signals such as sensor readings, error patterns, performance changes, and historical failure data to determine what may be causing a problem.
In industrial environments, AI fault diagnosis can distinguish between issues such as abnormal vibration, overheating, electrical faults, or component wear. By identifying likely causes earlier, it helps maintenance teams reduce troubleshooting time, avoid unnecessary component replacements, and prevent minor problems from developing into costly equipment failures.
