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Journal Articles

Predicting Vertical Daylight Illuminance Data From Measured Solar Irradiance: A Machine Learning-Based Luminous Efficacy Approach

Danny Hin Wa Li, Emmanuel Imuetinyan Aghimien
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2023, 145(3): 031005.
Paper No: SOL-22-1133
https://doi.org/10.1115/1.4055915
Published Online: October 26, 2022
View Article titled, Predicting Vertical Daylight Illuminance Data From Measured Solar Irradiance: A Machine Learning-Based Luminous Efficacy Approach
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Topics: Artificial neural networks, Brightness (Photometry), Solar radiation, Support vector machines, Sensitivity analysis, Machine learning, Modeling
Journal Articles

A Comparison Between Deep Learning and Support Vector Regression Techniques Applied to Solar Forecast in Spain

Marcello Anderson F. B. Lima, Luis M. Fernández Ramírez, Paulo C. M. Carvalho, Josias G. Batista, Deivid M. Freitas
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Review Articles
J. Sol. Energy Eng. February 2022, 144(1): 010802.
Paper No: SOL-21-1022
https://doi.org/10.1115/1.4051949
Published Online: August 16, 2021
View Article titled, A Comparison Between Deep Learning and Support Vector Regression Techniques Applied to Solar Forecast in Spain
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Topics: Errors, Solar energy, Support vector machines, Machine learning
Journal Articles

Short-Term Forecasting and Uncertainty Analysis of Wind Power

Gu Bo, Luo Keke, Zhang Hongtao, Zhang Jinhua, Huang Hui
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Sol. Energy Eng. October 2021, 143(5): 054503.
Paper No: SOL-20-1298
https://doi.org/10.1115/1.4050594
Published Online: April 9, 2021
View Article titled, Short-Term Forecasting and Uncertainty Analysis of Wind Power
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Topics: Density, Errors, Optimization algorithms, Probability, Uncertainty analysis, Wind power, Wind power forecasting, Support vector machines, Wind velocity, Particle swarm optimization
Journal Articles

Application of Artificial Intelligence Techniques in Prediction of Energetic Performance of a Hybrid System Consisting of an Earth-Air Heat Exchanger and a Building-Integrated Photovoltaic/Thermal System

Amin Shahsavar, Seyed Amin Bagherzadeh, Masoud Afrand
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. October 2021, 143(5): 051002.
Paper No: SOL-20-1054
https://doi.org/10.1115/1.4049867
Published Online: February 12, 2021
View Article titled, Application of Artificial Intelligence Techniques in Prediction of Energetic Performance of a Hybrid System Consisting of an Earth-Air Heat Exchanger and a Building-Integrated Photovoltaic/Thermal System
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Topics: Artificial neural networks, Heat exchangers, Support vector machines, Temperature, Artificial intelligence, Thermal systems
Journal Articles

A Novel Hybrid Model for Solar Radiation Forecasting Using Support Vector Machine and Bee Colony Optimization Algorithm: Review and Case Study

Mawloud Guermoui, Kacem Gairaa, John Boland, Toufik Arrif
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Review Articles
J. Sol. Energy Eng. April 2021, 143(2): 020801.
Paper No: SOL-19-1362
https://doi.org/10.1115/1.4047852
Published Online: August 18, 2020
View Article titled, A Novel Hybrid Model for Solar Radiation Forecasting Using Support Vector Machine and Bee Colony Optimization Algorithm: Review and Case Study
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Topics: Algorithms, Solar radiation, Support vector machines, Optimization, Optimization algorithms
Journal Articles

Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach

Haiyang Zheng, Andrew Kusiak
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. August 2009, 131(3): 031011.
https://doi.org/10.1115/1.3142727
Published Online: July 9, 2009
View Article titled, Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach
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Topics: Algorithms, Data mining, Support vector machines, Time series, Wind farms