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Journal Articles

Numerical investigations on minimization of convective heat losses from hemispherical cavity receiver using air curtain

Accepted Manuscript
R. Sandeep Raj, N. Dinesh, T. Srihari Vikram
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng.
Paper No: SOL-24-1147
https://doi.org/10.1115/1.4067279
Published Online: November 26, 2024
View Article titled, Numerical investigations on minimization of convective heat losses from hemispherical cavity receiver using air curtain
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Topics: Cavities, Heat losses, Solar energy, Artificial neural networks, Computer simulation, Containment, Heat transfer, Renewable energy, Temperature
Journal Articles

Short-Term Solar Irradiance Forecasting Using CNN-1D, LSTM, and CNN-LSTM Deep Neural Networks: A Case Study With the Folsom (USA) Dataset

Felipe P. Marinho, Paulo A. C. Rocha, Ajalmar R. R. Neto, Francisco D. V. Bezerra
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. August 2023, 145(4): 041002.
Paper No: SOL-22-1144
https://doi.org/10.1115/1.4056122
Published Online: November 25, 2022
View Article titled, Short-Term Solar Irradiance Forecasting Using CNN-1D, LSTM, and CNN-LSTM Deep Neural Networks: A Case Study With the Folsom (USA) Dataset
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Topics: Artificial neural networks, Errors, Molecular beam epitaxy, Solar radiation, Time series, Solar energy
Journal Articles

A Virtual Dual-Ripple Suppression Strategy of Double Fed Wind Turbine Under Wind Shear

Zhiyong Li, Jiahua Pi, Yuan Cao, Xin Wang
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2023, 145(3): 031010.
Paper No: SOL-22-1059
https://doi.org/10.1115/1.4056038
Published Online: November 23, 2022
View Article titled, A Virtual Dual-Ripple Suppression Strategy of Double Fed Wind Turbine Under Wind Shear
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Topics: Artificial neural networks, Filters, Rotors, Torque, Wind shear, Wind turbines, Signals, Generators
Journal Articles

Estimating Radiation Scattering Around Plasmonic Nanowires Using Engineered Geometric Features

Mine Kaya, Shima Hajimirza
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2023, 145(3): 031008.
Paper No: SOL-21-1412
https://doi.org/10.1115/1.4055994
Published Online: November 11, 2022
View Article titled, Estimating Radiation Scattering Around Plasmonic Nanowires Using Engineered Geometric Features
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Topics: Electromagnetic scattering, Light scattering, Nanoscale phenomena, Nanowires, Radiation (Physics), Radiation scattering, Shapes, Wavelength, Cross section (Physics), Particulate matter
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 Comparative Analysis of Artificial Neural Networks for Photovoltaic Power Forecast Using Remotes and Local Measurements

Sofia M. A. Lopes, Elmer P. T. Cari, Shima Hajimirza
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. April 2022, 144(2): 021007.
Paper No: SOL-21-1229
https://doi.org/10.1115/1.4053031
Published Online: December 22, 2021
View Article titled, A Comparative Analysis of Artificial Neural Networks for Photovoltaic Power Forecast Using Remotes and Local Measurements
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Topics: Artificial neural networks, Photovoltaic power systems
Journal Articles

Modeling and Maximum Power Tracking of a Solar-Wind Microgeneration System

Pedro H. T. de M. de Oliveira, Téo Cerqueira Revoredo
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. April 2022, 144(2): 021003.
Paper No: SOL-21-1138
https://doi.org/10.1115/1.4052552
Published Online: October 19, 2021
View Article titled, Modeling and Maximum Power Tracking of a Solar-Wind Microgeneration System
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Topics: Algorithms, Artificial neural networks, Control equipment, Modeling, Photovoltaic panels, Solar wind, Wind, Wind turbines, Wind velocity, Temperature
Journal Articles

Review on Photovoltaic Power and Solar Resource Forecasting: Current Status and Trends

Tatiane Carolyne Carneiro, Paulo Cesar Marques de Carvalho, Heron Alves dos Santos, Marcello Anderson Ferreira Batista Lima, Arthur Plinio de Souza Braga
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Review Articles
J. Sol. Energy Eng. February 2022, 144(1): 010801.
Paper No: SOL-21-1106
https://doi.org/10.1115/1.4051652
Published Online: July 16, 2021
View Article titled, Review on Photovoltaic Power and Solar Resource Forecasting: Current Status and Trends
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Topics: Irradiation (Radiation exposure), Solar energy, Artificial neural networks, Errors
Journal Articles

An Improved Method for Extracting Photovoltaic Module I – V Characteristic Curve Using Hybrid Learning Machine System

Tamer Khatib, Rezeq Direya, Asmaa Said
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. October 2021, 143(5): 051006.
Paper No: SOL-20-1352
https://doi.org/10.1115/1.4050349
Published Online: March 18, 2021
View Article titled, An Improved Method for Extracting Photovoltaic Module I – V Characteristic Curve Using Hybrid Learning Machine System
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Topics: Algorithms, Artificial neural networks, Circuits, Errors, Machinery, Solar cells, Solar radiation, Temperature, Testing, Molecular beam epitaxy
Journal Articles

Short-Term Prediction of Global Solar Radiation Energy Using Weather Data and Machine Learning Ensembles: A Comparative Study

Rami Al-Hajj, Ali Assi, Mohamad Fouad
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. October 2021, 143(5): 051003.
Paper No: SOL-20-1179
https://doi.org/10.1115/1.4049624
Published Online: February 23, 2021
View Article titled, Short-Term Prediction of Global Solar Radiation Energy Using Weather Data and Machine Learning Ensembles: A Comparative Study
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Topics: Artificial neural networks, Machine learning, Solar radiation, Errors, Solar energy, Renewable energy
Journal Articles

Optimization of NARX Neural Models Using Particle Swarm Optimization and Genetic Algorithms Applied to Identification of Photovoltaic Systems

Ronnyel Carlos Cunha Silva, José Maria Pires de Menezes Júnior, José Medeiros de Araújo Júnior
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. October 2021, 143(5): 051001.
Paper No: SOL-20-1393
https://doi.org/10.1115/1.4049718
Published Online: February 12, 2021
View Article titled, Optimization of NARX Neural Models Using Particle Swarm Optimization and Genetic Algorithms Applied to Identification of Photovoltaic Systems
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Topics: Artificial neural networks, Optimization, Particle swarm optimization, Photovoltaic power systems, Echoes, Algorithms, Optimization algorithms, Genetic algorithms
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 Combination Algorithm of Different Methods of Maximum Power Point Tracking for Grid-Connected Photovoltaic Systems

Mahmoud N. Ali
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. August 2021, 143(4): 041003.
Paper No: SOL-20-1076
https://doi.org/10.1115/1.4049065
Published Online: November 20, 2020
View Article titled, A Novel Combination Algorithm of Different Methods of Maximum Power Point Tracking for Grid-Connected Photovoltaic Systems
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Topics: Algorithms, Artificial neural networks, Photovoltaic power systems, Fuzzy logic, Cycles
Journal Articles

Day-Ahead Wind Power Forecast Through High-Resolution Mesoscale Model: Local Computational Fluid Dynamics Versus Artificial Neural Network Downscaling

Matteo Mana, Davide Astolfi, Francesco Castellani, Cathérine Meißner
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Sol. Energy Eng. June 2020, 142(3): 034502.
Paper No: SOL-18-1429
https://doi.org/10.1115/1.4045740
Published Online: January 21, 2020
View Article titled, Day-Ahead Wind Power Forecast Through High-Resolution Mesoscale Model: Local Computational Fluid Dynamics Versus Artificial Neural Network Downscaling
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Topics: Artificial neural networks, Computational fluid dynamics, Resolution (Optics), Wind, Wind farms, Wind turbines, Energy generation, Weather forecasting, Wind power forecasting
Journal Articles

Solar Irradiance Fluctuation Prediction Methodology Using Artificial Neural Networks

Jane Oktavia Kamadinata, Tan Lit Ken, Tohru Suwa
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2020, 142(3): 031003.
Paper No: SOL-19-1206
https://doi.org/10.1115/1.4045315
Published Online: November 26, 2019
View Article titled, Solar Irradiance Fluctuation Prediction Methodology Using Artificial Neural Networks
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Topics: Artificial neural networks, Solar radiation, Errors, Solar energy
Journal Articles

Application of Generalized Regression Neural Network in Predicting the Performance of Natural Convection Solar Dryer

M. Sridharan
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2020, 142(3): 031002.
Paper No: SOL-19-1323
https://doi.org/10.1115/1.4045384
Published Online: November 26, 2019
View Article titled, Application of Generalized Regression Neural Network in Predicting the Performance of Natural Convection Solar Dryer
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Topics: Artificial neural networks, Drying, Solar energy, Temperature, Natural convection
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

Determination of Mars Solar-Belt by Modeling of Solar Radiation Using Artificial Neural Networks

Tamer Khatib, Irjuwan Abunajeeb, Zainab Heneni
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research-Article
J. Sol. Energy Eng. February 2020, 142(1): 011007.
Paper No: SOL-18-1525
https://doi.org/10.1115/1.4044304
Published Online: July 31, 2019
View Article titled, Determination of Mars Solar-Belt by Modeling of Solar Radiation Using Artificial Neural Networks
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Topics: Artificial neural networks, Solar radiation, Solar energy, Radiation (Physics), Belts, Modeling, Dust, Temperature
Journal Articles

Estimation of Solar Potential for Thailand Using Adaptive Neurofuzzy Inference System Models

Jirasuwankul Nirudh, Jiriwibhakorn Somchat
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research-Article
J. Sol. Energy Eng. December 2019, 141(6): 061009.
Paper No: SOL-18-1590
https://doi.org/10.1115/1.4043826
Published Online: June 5, 2019
View Article titled, Estimation of Solar Potential for Thailand Using Adaptive Neurofuzzy Inference System Models
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Topics: Artificial neural networks, Meteorology, Modeling, Solar energy, Solar radiation, Testing, Errors
Journal Articles

Optimization of the Taper/Twist Stacking Axis Location of NREL VI Wind Turbine Rotor Blade Using Neural Networks Based on Computational Fluid Dynamics Analyses

Mustafa Kaya, Munir Elfarra
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research-Article
J. Sol. Energy Eng. February 2019, 141(1): 011011.
Paper No: SOL-18-1067
https://doi.org/10.1115/1.4041102
Published Online: September 14, 2018
View Article titled, Optimization of the Taper/Twist Stacking Axis Location of NREL VI Wind Turbine Rotor Blade Using Neural Networks Based on Computational Fluid Dynamics Analyses
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Topics: Artificial neural networks, Blades, Computational fluid dynamics, Optimization, Rotors, Thrust, Torque, Wind turbines, Flow (Dynamics)