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Cranfield University: Intelligent Fault Diagnosis and Prognosis Solution for Rotating Machinery

Institution Cranfield University View institution profile
Department Cranfield University
Web https://www.cranfield.ac.uk
Email study@cranfield.ac.uk
Telephone 01234 758540
Study type Research

Summary

This PhD project will focus on developing, evaluating, and demonstrating an intelligent solution of diagnosis and prognosis for rotating machinery to enhance safety, reliability, maintainability and readiness. A comprehensive test-bed for in-depth studies will be used for experiments for demonstration and evaluation.

Rotating machinery has a fundamental role in many industries. Therefore, there is a need for a Condition-based maintenance (CBM) which holds the promise of predicting machinery maintenance requirements based on process performance measurements. Diagnostics and Prognostics are essential parts of CBM. Therefore, diagnostics and prognostics of rotating machinery can help to reduce machine downtime and cost. Many techniques such as vibration analysis, current signature analysis, acoustic emission analysis, wear and oil analysis,…,etc. have been used, through condition monitoring of the rotating machinery, to diagnose and prognosis different faults such as, bearing, crack shaft, gearbox, belt drive, reciprocating mechanism, mechanical rub, induction motor, pump, compressor, and fan.

The student will have the opportunity to work with experts in the prognostics and condition monitoring field, as well as being part of our strong and dynamic research centre at Cranfield University.

Doctor of Philosophy - PhD

Cranfield is a specialist postgraduate university that is a global leader for education and transformational research in technology and management.

 

We have many world-class, large-scale facilities, including our own global research airport, which offers a unique environment for transformational education and research, living laboratory for testing transformative technologies and new approaches to deliver enhanced social, economic and environmental outcomes. 

Cranfield teaches over 5,000 postgraduate students each year and employs around 1,500 academic and support staff.  Our staff-to-student ratio is one of the best for any university in the UK.

As one of the UK's most business-engaged University, …

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