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Keywords: neural nets
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Gas Turbines Power. December 2011, 133(12): 121601.
Published Online: August 25, 2011
... neural nets power engineering computing real-time systems For safe and stable operation of an aerospace propulsion system, the control system must be able to provide the necessary thrust or lift required depending on the mode of operation all the while accounting for the interactions between...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Gas Turbines Power. March 2010, 132(3): 031602.
Published Online: December 3, 2009
... systems ( 2 ), neural networks ( 3 ), special filters, or fuzzy logic ( 4 ). engine diagnostics failure detection gas turbine performance aerospace engines Bayes methods diagnostic expert systems failure analysis flaw detection fuzzy logic gas turbines neural nets probability time...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Gas Turbines Power. November 2009, 131(6): 061801.
Published Online: July 20, 2009
... are presented and widely discussed. 02 01 2009 06 01 2009 20 07 2009 gas turbines genetic algorithms maintenance engineering neural nets power engineering computing power generation economics power generation planning power markets power system management...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Gas Turbines Power. November 2008, 130(6): 062502.
Published Online: August 22, 2008
... signal. The estimation has been used to clearly explain the cause of this accident. maximum likelihood estimation neural nets turbogenerators The economic and secure operation of power stations directly affects the reliability of the whole power systems that play a fundamental role...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Gas Turbines Power. January 2008, 130(1): 012508.
Published Online: January 11, 2008
... of time it would take the original thermal model to compute. 28 06 2006 24 07 2006 11 01 2008 aerospace engineering aerospace engines internal stresses neural nets thermal stresses turbines Accurate life prediction for turbine engines has become increasingly important...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. October 2007, 129(4): 977–985.
Published Online: January 24, 2007
... and costs. gas turbines fault diagnosis thermodynamics stochastic processes neural nets mechanical engineering computing 29 06 2006 24 01 2007 As the deviation vector Z * for steady states, the generalized vector W * is a pattern to be recognized...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. July 2007, 129(3): 703–710.
Published Online: February 1, 2006
... is illustrated. 01 10 2005 01 02 2006 fuzzy logic fault diagnosis neural nets turbomachinery mechanical engineering computing inference mechanisms Maintenance management of industrial facilities is a major task for all manufacturing companies. Investments...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. October 2006, 128(4): 773–782.
Published Online: October 17, 2005
..., but there is no true loss of generality here because correction factors for engine parameters due to ambient temperatures and pressures can be derived following the procedure of ( 13 ). Fourier transforms neural nets radial basis function networks aerospace engines fault diagnosis learning (artificial...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. July 2006, 128(3): 610–616.
Published Online: October 4, 2005
.... Quadratic fit for standard deviation of stress versus life fraction for all samples 19 11 2004 04 10 2005 engines nondestructive testing photoluminescence stress measurement remaining life assessment thermal barrier coatings regression analysis neural nets mean square error...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. January 2006, 128(1): 49–56.
Published Online: March 1, 2004
... improvements in the total run time have also been observed. The advanced cycle Intercooled Recuperated WR21 engine has been used as the test engine for implementing the diagnostics model. 01 10 2003 01 03 2004 sensors fault diagnosis genetic algorithms neural nets engines reliability...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. October 2003, 125(4): 917–924.
Published Online: November 18, 2003
... filters neural nets gas turbines performance evaluation fault diagnosis The goal of gas turbine performance diagnostics is to accurately detect, isolate, and assess the changes in engine module performance, engine system malfunctions, and instrumentation problems from knowledge of measured...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. July 2003, 125(3): 634–641.
Published Online: August 15, 2003
... by IGTI, December 2001, final revision, March 2002. Associate Editor: E. Benvenuti. 03 June 2002 01 December 2001 01 March 2002 15 08 2003 gas turbines electric sensing devices neural nets fault diagnosis aerospace engines aerospace instrumentation aerospace computing...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. April 2002, 124(2): 284–297.
Published Online: March 26, 2002
... neural nets gas turbines compressors adaptive control fault diagnosis Within the area of stationary gas turbines, machine health monitoring, fault prognosis, and diagnosis rely on effective processing of data which are often unpredictable and imprecise...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. April 2001, 123(2): 371–376.
Published Online: January 1, 2001
..., Germany, May 8–11, 2000; Paper 00-GT-185. Manuscript received by IGTI February 2000; final revision received by ASME Headquarters January 2001. Associate Editor: M. Magnolet. 08 May 2000 01 February 2000 01 January 2001 neural nets simulation gas turbines heat industrial...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. April 2001, 123(2): 340–346.
Published Online: January 1, 2001
...P.-J. Lu; M.-C. Zhang; T.-C. Hsu; J. Zhang Application of artificial neural network (ANN)-based method to perform engine condition monitoring and fault diagnosis is evaluated. Back-propagation, feedforward neural nets are employed for constructing engine diagnostic networks. Noise-contained...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Eng. Gas Turbines Power. April 2001, 123(2): 465–471.
Published Online: January 1, 2001
... 01 January 2001 power plants emission neural nets nitrogen compounds air pollution control Because of the harmful effects on environment and human health, nitrogen oxides NO x emissions, produced by combustors and engines, have been the subject of restrictive...