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Keywords: neural nets
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. August 2010, 132(3): 031008.
Published Online: June 14, 2010
... of MAPE (Eq. 6 ). 10 04 2009 23 01 2010 14 06 2010 14 06 2010 data mining frequency-domain analysis neural nets poles and towers power engineering computing SCADA systems sensitivity analysis vibrations wavelet transforms wind turbines vibration wind turbine...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. May 2008, 130(2): 021004.
Published Online: March 10, 2008
...., when measured irradiance is zero), the MBE is 0.5 W ∕ m 2 and the RMSE is 123.6 W ∕ m 2 . 08 05 2006 14 08 2007 10 03 2008 building simulation neural nets office environment solar power sunlight weather forecasting building energy...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. November 2007, 129(4): 486–493.
Published Online: November 4, 2006
.... , 2003 , “ An Analysis of All-Sky Zenith Luminance Data for Hong Kong ,” Build. Environ. 0360-1323 10.1016/S0360-1323(02)00232-9 , 38 ( 5 ), pp. 739 – 744 . 26 07 2005 04 11 2006 architecture atmospheric optics clouds daylighting energy conservation light sources neural...
Journal Articles
Publisher: ASME
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
Publisher: ASME
Article Type: Technical Papers
J. Sol. Energy Eng. February 2004, 126(1): 592–600.
Published Online: February 12, 2004
... 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 that the several thousand data samples...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Sol. Energy Eng. August 2003, 125(3): 331–342.
Published Online: August 4, 2003
... transfer thermal analysis neural nets fuzzy logic fault diagnosis Artificial Intelligence Fuzzy Logic Genetic Algorithms Neural Networks Several methodologies based on the artificial intelligence (AI) approach have been proposed as alternatives to conventional techniques to solve...
Journal Articles
Publisher: ASME
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...