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William Donat
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Proceedings Papers

Dynamic Fusion and Parameter Optimization of Multiple Classifier Systems

Anuradha Kodali, William Donat, Satnam Singh, Kihoon Choi, Krishna Pattipati
Proc. ASME. GT2008, Volume 2: Controls, Diagnostics and Instrumentation; Cycle Innovations; Electric Power, 283-293, June 9–13, 2008
Paper No: GT2008-51274
DOI: https://doi.org/10.1115/GT2008-51274
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Topics: Optimization, Probability, Errors, Performance, Algorithms, Delays, Gas turbines, Genetic algorithms, Jet engines, Tradeoffs
Proceedings Papers

Data Visualization, Data Reduction and Classifier Fusion for Intelligent Fault Detection and Diagnosis in Gas Turbine Engines

William Donat, Kihoon Choi, Woosun An, Satnam Singh, Krishna Pattipati
Proc. ASME. GT2007, Volume 1: Turbo Expo 2007, 883-892, May 14–17, 2007
Paper No: GT2007-28343
DOI: https://doi.org/10.1115/GT2007-28343
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Topics: Algorithms, Architecture, Artificial neural networks, Engines, Flaw detection, Gas turbines, Physics, Principal component analysis, Self-organization, Support vector machines
Journal Articles

Data Visualization, Data Reduction and Classifier Fusion for Intelligent Fault Diagnosis in Gas Turbine Engines

William Donat, Kihoon Choi, Woosun An, Satnam Singh, Krishna Pattipati
Journal: Journal of Engineering for Gas Turbines and Power
Article Type: Research Papers
J. Eng. Gas Turbines Power. July 2008, 130(4): 041602.
DOI: https://doi.org/10.1115/1.2838993
Published Online: April 29, 2008
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Topics: Algorithms, Architecture, Artificial neural networks, Engines, Fault diagnosis, Gas turbines, Physics, Principal component analysis, Probability, Self-organization