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Keywords: gas turbine diagnostics
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Proceedings Papers

Proc. ASME. GT2022, Volume 2: Coal, Biomass, Hydrogen, and Alternative Fuels; Controls, Diagnostics, and Instrumentation; Steam Turbine, V002T05A014, June 13–17, 2022
Paper No: GT2022-82406
... training data to achieve the same accuracy. gas turbine diagnostics neural network fault quantification engine test Proceedings of ASME Turbo Expo 2022 Turbomachinery Technical Conference and Exposition GT2022 June 13-17, 2022, Rotterdam, The Netherlands GT2022-82406 COMPARATIVE STUDY OF TWO...
Topics: Gas turbines
Proceedings Papers

Proc. ASME. GT2022, Volume 2: Coal, Biomass, Hydrogen, and Alternative Fuels; Controls, Diagnostics, and Instrumentation; Steam Turbine, V002T05A010, June 13–17, 2022
Paper No: GT2022-82037
... gas turbine performance-based diagnostics artificial neural network fuzzy logic Kalman filter data analytics data filtering diagnostics multiple failures gas turbine health monitoring failure classification gas turbine diagnostics machine learning artificial intelligence...
Proceedings Papers

Proc. ASME. GT2022, Volume 2: Coal, Biomass, Hydrogen, and Alternative Fuels; Controls, Diagnostics, and Instrumentation; Steam Turbine, V002T05A024, June 13–17, 2022
Paper No: GT2022-83550
... Abstract In gas turbine diagnostics, a significant contradiction is observed between the variety of methods proposed and a limited number of the algorithms realized in real monitoring systems. One of the explanations is the shortage of simple, but reliable and accurate diagnostic solutions...
Proceedings Papers

Proc. ASME. GT2021, Volume 1: Aircraft Engine; Fans and Blowers; Marine; Wind Energy; Scholar Lecture, V001T01A011, June 7–11, 2021
Paper No: GT2021-59089
... with increasing safety and reliability. this approach is that newer turbofan engines such as the General Electric GEnx-1B have fewer gas path sensors installed causing Keywords: gas turbine diagnostics, evolutionary algorithm, the AM equation systems to become underdetermined. To multi-point GPA. overcome...
Proceedings Papers

Proc. ASME. GT2007, Volume 1: Turbo Expo 2007, 829-837, May 14–17, 2007
Paper No: GT2007-28085
... probabilities help to compare these options. The main focus of the paper is on the so called multipoint (multimode) diagnosis that groups the data from different operating points (modes) to set only a single diagnosis. gas turbine diagnostics fault classification thermodynamic model neural networks...
Proceedings Papers

Proc. ASME. GT2006, Volume 2: Aircraft Engine; Ceramics; Coal, Biomass and Alternative Fuels; Controls, Diagnostics and Instrumentation; Environmental and Regulatory Affairs, 725-734, May 8–11, 2006
Paper No: GT2006-90723
... 11 09 2008 Gas turbine diagnostic techniques are often based on the recognition methods using the deviations between actual and expected thermodynamic performances. The problem is that the deviations depend on real operating conditions. However, our studies show that such a dependency...