Not only the number and combinations of sensed data but also the quality of such data is essential in determining the status of an engine. It is now possible to acquire real time data from engines, but the fusion/integration, interpretation and utilisation of this data is still difficult. This is because available diagnostic tools are versions from the first and second generations. It is thus necessary to develop intelligent tools that will automate, improve quality of analysis, provide timely alerts and use internet links for collaborations.
Cranfield has been involved in the subject of gas turbine diagnostics for over two decades and some recent solutions have considered third generation diagnostic system built with artificial neural networks. It involves the use of multiple network structures to diagnose the presence of a fault in the gas path of a gas turbine, isolate the faulty sensor or component (compressor or turbine) and finally, estimate the level of fault.
The fact that it has the capacity to both diagnose and estimate sensor(s) and component(s) faults in the gas path of the gas turbine, presents a feature that will improve plant availability as well as reduce false alarms and long engine shutdowns when a sensor is faulty. Results obtained from fully developed case studies attest to the efficacy of the technique.
Cranfield's Cranfield is wholly postgraduate, specialising in science, technology and management. In this regard, we are unique in the UK.Its business is driven by industry needs and we work with some of the most recognised names in the business - Airbus, Boeing, GlaxoSmithKline, Rolls-Royce, Shell and BP to name but a few.
With a real-world, multi-disciplinary focus, our courses are driven by our research and are constantly monitored and updated by Industry Advisory Panels to ensure they meet the needs of employers.
And in the 2008 Financial Times rankings, clients rated Cranfield's School of Management as the UK's Number One Business School for customised executive development.
From cabin evacuation research to finding life on Mars, from a frost blanket for racecourses to zero-emission cars, and from the next generation of anti-landmine devices to a new blood glucose monitor, Cranfield's focus is on the application of its research.
In the 2008 Research Assessment Exercise (designed to evaluate the quality of research in UK higher education institutions), 85 percent of our research submitted for assessment was internationally recognised in terms of originality, significance and rigour, with 50 percent being 'internationally excellent' and 15 percent being 'world-leading'.
The university has 3,800 students from over 100 countries study either full- or part-time, or in parallel with their career. It has 14 500 continuing professional development delegates, and 43 percent of students study part-time.
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The Department of Power & Propulsion, School of Engineering, Cranfield University is based in Cranfield, Bedfordshire. UK. www.cranfield.ac.uk