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Course11210523260 lectures

Machinery Fault Diagnosis And Signal Processing

Prof. Amiya Ranjan Mohanty · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

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  1. Lecture 1 Introduction Video
  2. Lecture 2 Maintenance Principles Video
  3. Lecture 3 FMECA Video
  4. Lecture 4 Fault Diagnostics and Prognostics Video
  5. Lecture 5 Machine Learning in CBM Video

Week 2

  1. Lecture 6 Basics of Vibration Video
  2. Lecture 7 Free and Forced Response Video
  3. Lecture 8 Vibration and Shock Isolation Video
  4. Lecture 9 Rotordynamics Video
  5. Lecture 10: Practical Examples of Vibration Video

Week 3

  1. Lecture 11 : Time Domain Analysis Video
  2. Lecture 12 : Frequency Domain Analysis Video
  3. Lecture 13 : Non Stationary Signal Analysis Video
  4. Lecture 14 : Modulation and Beats Video
  5. Lecture 15 ; Orbit and Order Analysis Video

Week 4

  1. Lecture 16 : Computer aided data acquisition Video
  2. Lecture 17 : Orbit and Order Analysis Video
  3. Lecture 18 : Data Recording Video
  4. Lecture 19 : Cepstrum Analysis Video
  5. Lecture 20 : Hilbert Transform in Condition Monitoring Video

Week 5

  1. Lecture 21 : Introduction to MATLAB Video
  2. Lecture 22 : Signal Processing using MATLAB Video
  3. Lecture 23 : Numericals in Signal Processing and Data Acquisition Video
  4. Lecture 24 : Signal Hetrodyning Video
  5. Lecture 25 : Practical Signals Video

Week 6

  1. Lecture 26: Basics Of Instrumentation Video
  2. Lecture 27: Signal Conditioning And Filtering Video
  3. Lecture 28: Errors In Measurements Video
  4. Lecture 29: Dynamic Range And Frequency Response Video
  5. Lecture 30: Overview Of Transducers For Cbm Video

Week 7

  1. Lecture 31: Accelerometers Video
  2. Lecture 32: Vibration Monitoring Video
  3. Lecture 33: Rotational Speed Measurements Video
  4. Lecture 34: Basics of Noise Video
  5. Lecture 35: Noise Monitoring Video

Week 8

  1. Lecture 36 : Introduction to Faults in Rotating Machines Video
  2. Lecture 37 : Unbalance Detection Video
  3. Lecture 38 : Field Balancing Video
  4. Lecture 39 : Misalignment Video
  5. Lecture 40 : Crack and Looseness Video

Week 9

  1. Lecture 41 :Journal and Anti-Friction Bearings Video
  2. Lecture 42: Gears Video
  3. Lecture 43: Pumps and Cavitation Video
  4. Lecture 44 : IC Engines Video
  5. Lecture 45 : machinery Diagnostic Chart Video

Week 10

  1. Lecture 46 : Principles of Motor Current Signature Analysis Video
  2. Lecture 47 : Faults in Electrical Machines Video
  3. Lecture 48 : Thermography Video
  4. Lecture 49 : Wear Debris Analysis Video
  5. Lecture 50 : Oil Analysis Video

Week 11

  1. Lecture 51 : Ultrasonics Video
  2. Lecture 52 : Eddy Current and Acoustic Emission Video
  3. Lecture 53 : Radiography, Dye Penetrant Tests Video
  4. Lecture 54 : Tool Condition Monitoring Video
  5. Lecture 55 : Experimental Modal Analysis Video

Week 12

  1. Lecture 56 : Introduction to Failure Analysis Video
  2. Lecture 57 : Railway Locomotive Noise and Vibration Monitoring Video
  3. Lecture 58 : Paper Mill Vibration Monitoring Video
  4. Lecture 59 : Overview of CBM facilities at IIT Kharagpur Video
  5. Lecture 60 : Future of Condition based Monitoring Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Mechanical Engineering
Teacher
Prof. Amiya Ranjan Mohanty
Level
Undergraduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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