Machinery fault diagnosis and signal processing


Lecture 1 - Introduction


Lecture 2 - Principles of Maintenance


Lecture 3 - Failure Modes Effects and Criticality Analysis


Lecture 4 - Fault Diagnostics and Prognostics


Lecture 5 - Basics of Machinery Vibration


Lecture 6 - Engineering Applications of Vibration


Lecture 7 - Rotordynamics


Lecture 8 - Time Domain Signal Analysis


Lecture 9 - Frequency Domain Signal Analysis


Lecture 10 - Computer Aided Data Acquisition


Lecture 11 - FFT Analysis


Lecture 12 - Modulation and Sidebands


Lecture 13 - Envelope Analysis


Lecture 14 - Cepstrum Analysis


Lecture 15 - Order Analysis


Lecture 16 - Basics of Instrumentation


Lecture 17 - Sensors and Transducers


Lecture 18 - Data Recording and Transmission


Lecture 19 - Vibration Transducers


Lecture 20 - Vibration Monitoring


Lecture 21 - Basics of Noise and Noise Monitoring


Lecture 22 - Numericals in Noise Vibration and Data Acquisition


Lecture 23 - Unbalance Detection


Lecture 24 - Field Balancing


Lecture 25 - Misalignment Detection


Lecture 26 - Cracked Shaft Detection


Lecture 27 - Looseness and Rub Detection


Lecture 28 - Ball and Journal Bearings


Lecture 29 - Gear Fault Detection


Lecture 30 - Fans, Blowers and Compressors


Lecture 31 - Pumps and Turbines


Lecture 32 - Contaminant Analysis


Lecture 33 - Oil Analysis


Lecture 34 - Fault Detection in Motors and Transformers


Lecture 35 - Motor Current Signature Analysis


Lecture 36 - Thermography


Lecture 37 - Ultrasonics


Lecture 38 - Acoustic Emission and Eddy Current Testing


Lecture 39 - Radiography,Dye Penetrant Test and Visual Inspection


Lecture 40 - Case Studies