Task:

You are required to write a report treating the subject of Machine Learning Based Condition Monitoring and Fault Detection in Engines. In this assignment you are required to do a literature review and propose an architecture. No implementation is expected. Write a report that covers the following:

Introduction/Background where you discuss condition monitoring and fault detection for motors and assets in general as applied to industrial applications.

Literature review where you summarise 4 to 6 research papers that apply machine learning to the problem of condition monitoring and fault detection.

Requirements to build a model where you discuss the steps to follow if you were to build a machine learning model for condition monitoring and fault detection.

In particular, discuss how you would obtain and pre-process the data and the machine learning models that could be used.

Conclusion

References