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Keywords: neural nets
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Journal Articles
Article Type: Research Papers
J. Sol. Energy Eng. August 2010, 132(3): 031008.
Published Online: June 14, 2010
.... 13 ). Scatter plot of the observed and predicted values of the drive train acceleration for the first 200 points of Turbine 2 in Scenario 3 10 04 2009 23 01 2010 14 06 2010 14 06 2010 data mining frequency-domain analysis neural nets poles and towers power...
Journal Articles
Article Type: Research Papers
J. Sol. Energy Eng. May 2008, 130(2): 021004.
Published Online: March 10, 2008
...-092X(80)90391-6 24 ( 2 ), pp. 177 – 189 . Davies , J. A. , and McKay , D. C. , 1982 , “ Estimating Solar Irradiance and Components ,” Sol. Energy 0038-092X 29 ( 1 ), pp. 55 – 64 . 08 05 2006 14 08 2007 10 03 2008 building simulation neural nets...
Journal Articles
Article Type: Research Papers
J. Sol. Energy Eng. November 2007, 129(4): 486–493.
Published Online: November 4, 2006
.... 739 – 744 . 26 07 2005 04 11 2006 architecture atmospheric optics clouds daylighting energy conservation light sources neural nets sky brightness statistical analysis sunlight turbidity Daylighting is an effective sustainable development strategy to enhance...
Journal Articles
Article Type: Research Papers
J. Sol. Energy Eng. August 2006, 128(3): 394–405.
Published Online: January 19, 2006
... ). direct solar irradiance neural network Bayesian inference pruning sensitivity analysis sensitivity analysis neural nets Bayes methods solar radiation sunlight astronomy computing 23 08 2005 19 01 2006 2006 American Society of Mechanical Engineers ...
Journal Articles
Article Type: Technical Papers
J. Sol. Energy Eng. February 2004, 126(1): 592–600.
Published Online: February 12, 2004
.... Neural networks place few limitations on the input-output relation, and require much data to reliably find the relation. This is in contrast to so-called “strong” models which are based on physical principles. Neural nets are notorious for finding spurious relations in noisy data. It was assumed...
Journal Articles
Article Type: Technical Papers
J. Sol. Energy Eng. August 2003, 125(3): 331–342.
Published Online: August 4, 2003
... revision, March 2003. Associate Editor: A. Reddy. 01 January 2003 01 March 2003 04 08 2003 building management systems artificial intelligence genetic algorithms heat transfer thermal analysis neural nets fuzzy logic fault diagnosis Artificial Intelligence Fuzzy...
Journal Articles
Article Type: Technical Papers
J. Sol. Energy Eng. November 2001, 123(4): 327–332.
Published Online: July 1, 2001
... turbines wind power plants power engineering computing neural nets learning (artificial intelligence) statistical analysis parameter estimation During the last decade, models have emerged 1 2 3 4 5 to estimate and predict the power produced by wind farms. To maximize the use of wind...