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Journal Articles

Daily Surface Solar Radiation Prediction Mapping Using Artificial Neural Network: The Case Study of Reunion Island

Peng Li, Miloud Bessafi, Beatrice Morel, Jean-Pierre Chabriat, Mathieu Delsaut, Qi Li
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. April 2020, 142(2): 021009.
Paper No: SOL-19-1133
https://doi.org/10.1115/1.4045274
Published Online: November 8, 2019
View Article titled, Daily Surface Solar Radiation Prediction Mapping Using Artificial Neural Network: The Case Study of Reunion Island
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Topics: Artificial neural networks, Solar radiation, Wavelets, Principal component analysis, Dynamic light scattering
Journal Articles

Analyzing Solar Power Plant Performance Through Data Mining

Henryk Maciejewski, Loreto Valenzuela, Manuel Berenguel, Jesús Fernández-Reche, Konrad Adamus, Michal Jarnicki
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Sol. Energy Eng. November 2008, 130(4): 044503.
https://doi.org/10.1115/1.2969817
Published Online: September 9, 2008
View Article titled, Analyzing Solar Power Plant Performance Through Data Mining
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Topics: Data mining, Solar energy, Solar power stations, Steam, Principal component analysis
Journal Articles

Symmetry Considerations When Using Proper Orthogonal Decomposition for Predicting Wind Turbine Yaw Loads

Korn Saranyasoontorn, Lance Manuel
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Sol. Energy Eng. November 2006, 128(4): 574–579.
https://doi.org/10.1115/1.2349541
Published Online: July 18, 2006
View Article titled, Symmetry Considerations When Using Proper Orthogonal Decomposition for Predicting Wind Turbine Yaw Loads
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Topics: Blades, Inflow, Principal component analysis, Simulation, Statistics, Stress, Turbulence, Wind turbines, Yaw, Turbines
Journal Articles

Low-Dimensional Representations of Inflow Turbulence and Wind Turbine Response Using Proper Orthogonal Decomposition

Korn Saranyasoontorn, Lance Manuel
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. November 2005, 127(4): 553–562.
https://doi.org/10.1115/1.2037108
Published Online: July 7, 2005
View Article titled, Low-Dimensional Representations of Inflow Turbulence and Wind Turbine Response Using Proper Orthogonal Decomposition
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Topics: Inflow, Turbulence, Wind, Wind turbines, Simulation, Principal component analysis, Turbines
Journal Articles

A Change-Point Principal Component Analysis (CP/PCA) Method for Predicting Energy Usage in Commercial Buildings: The PCA Model

D. Ruch, Lu Chen, J. S. Haberl, D. E. Claridge
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. May 1993, 115(2): 77–84.
https://doi.org/10.1115/1.2930035
Published Online: May 1, 1993
View Article titled, A Change-Point Principal Component Analysis (CP/PCA) Method for Predicting Energy Usage in Commercial Buildings: The PCA Model
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Topics: Energy consumption, Principal component analysis, Structures, Commercial construction, Prisms (Optics), Solar radiation, Temperature