Title :
Fault simulation and pattern recognition in a modular generator under two different power converter configurations
Author :
Sousounis, M.C. ; Mueller, M.A.
Author_Institution :
Inst. for Energy Syst., Univ. of Edinburgh, Edinburgh, UK
Abstract :
Key focus of this paper is the investigation of condition monitoring and fault-tolerant control in the modular multi-stage air-cored permanent magnet synchronous generator called `C´ core generator under different electrical connections. Condition monitoring and fault-tolerant control have been identified as a means of improving the reliability and availability of offshore or inaccessible renewable energy devices. As a result, two different ways of connecting modular generator stages are presented. Based on the above topologies two wind turbine models are designed in MATLAB®/Simulink® and fault-tolerance is investigated by implementing single electrical faults in one of the stages, such as single phase open circuit, diode short circuit, two phase short circuit and diode open circuit. It was found that the first topology offers fault-tolerance against the single phase open circuit fault while the second offers isolation between generator stages in all types of faults. Finally, the signal processing techniques of alpha - beta current locus, Power Spectral Density analysis and Continuous Wavelet Transformation have been implemented in order to extract detectable patterns of the electrical faults.
Keywords :
condition monitoring; control engineering computing; electrical faults; fault tolerance; machine control; mathematics computing; offshore installations; pattern recognition; permanent magnet generators; power convertors; reliability; renewable energy sources; short-circuit currents; signal processing; synchronous generators; wavelet transforms; wind turbines; C core generator; Matlab-Simulink; alpha-beta current locus; condition monitoring; continuous wavelet transformation; diode open circuit; diode short circuit; electrical connection; electrical faults; fault simulation; fault-tolerant control; modular generator; modular multistage air-cored permanent magnet synchronous generator; offshore wind turbine; pattern recognition; power converter configuration; reliability; renewable energy device; signal processing technique; single phase open circuit; spectral density analysis; two phase short circuit; wind turbine model; Circuit faults; Fault tolerance; Fault tolerant systems; Generators; Maintenance engineering; Stator cores; Topology; Fault tolerance; Permanent magnet machines; condition monitoring; fault detection;
Conference_Titel :
Electric Machines & Drives Conference (IEMDC), 2013 IEEE International
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-4975-8
Electronic_ISBN :
978-1-4673-4973-4
DOI :
10.1109/IEMDC.2013.6556177