Topics: Artificial neural networks , Optimization , Particle swarm optimization , Photovoltaic power systems , Echoes , Algorithms , Optimization algorithms , Genetic algorithms

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

J. Sol. Energy Eng. October 2021, 143(5): 051002. doi: https://doi.org/10.1115/1.4049867

Abstract

View articletitled, 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

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

J. Sol. Energy Eng. October 2021, 143(5): 051003. doi: https://doi.org/10.1115/1.4049624

Abstract

View articletitled, 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

Simplified Thermal Model for Absolute Radiometer Simulation

Andre Godoi Lopes, Ricardo Toshiyuki Irita, Luiz Angelo Berni, Waldeir Amaral Vilela, Graziela da Silva Savonov, Franciele Carlesso, Luis Eduardo Antunes Vieira, Edson Luiz de Miranda

J. Sol. Energy Eng. October 2021, 143(5): 051004. doi: https://doi.org/10.1115/1.4049939

Abstract

View articletitled, Simplified Thermal Model for Absolute Radiometer Simulation

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Topics: Heat , Heat sinks , Heating , Radiation (Physics) , Sensors , Simulation , Temperature , Heat transfer , Instrumentation , Heat conduction

Mathematical Modeling and Computational Tool That Consider the Thermal Behavior of Inverters in the Forecast of Energy Yield in Grid-Connected Photovoltaic Systems

Gilberto Figueiredo, Fabrício M. Mares, Alex A. Manito, Pedro F. Torres, Wilson N. Macêdo

J. Sol. Energy Eng. October 2021, 143(5): 051005. doi: https://doi.org/10.1115/1.4050061

Abstract

View articletitled, Mathematical Modeling and Computational Tool That Consider the Thermal Behavior of Inverters in the Forecast of Energy Yield in Grid-Connected Photovoltaic Systems

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Topics: Temperature , Photovoltaic power systems , Generators , Simulation , Modeling

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

Tamer Khatib, Rezeq Direya, Asmaa Said

J. Sol. Energy Eng. October 2021, 143(5): 051006. doi: https://doi.org/10.1115/1.4050349

Abstract

View articletitled, 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

Enhancement of the Photovoltaic Potential in Mimosa pudica-Based Dye for Sensitization of the Working Electrode in the Construction of Solar Cell

M. B. Shitta, E. O. B. Ogedengbe, O. B. Familoni, O. T. Ogundipe

J. Sol. Energy Eng. October 2021, 143(5): 051007. doi: https://doi.org/10.1115/1.4050518

Abstract

View articletitled, Enhancement of the Photovoltaic Potential in Mimosa pudica-Based Dye for Sensitization of the Working Electrode in the Construction of Solar Cell

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Topics: Diffusion (Physics) , Electrodes , Solar cells , Titanium dioxide , Solar energy

Computational Simulation and Analysis of Major Control Parameters of Time-Dependent Photovoltaic/Thermal Collectors

Jimeng Shi, Cheng-Xian Lin

J. Sol. Energy Eng. October 2021, 143(5): 051008. doi: https://doi.org/10.1115/1.4050609

Abstract

View articletitled, Computational Simulation and Analysis of Major Control Parameters of Time-Dependent Photovoltaic/Thermal Collectors

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Topics: Electrical efficiency , Solar cells , Temperature , Water , Water temperature , Flow (Dynamics) , Thermal efficiency , Storage tanks , Solar energy , Cooling

Technical Briefs

Evaluation of Optical Transmissivity of Transparent Materials on the Performance of Solar Flat Plate Collectors

Saboor Shaik, Manvendra Bhardwaj, Somya Agarwal, Raja Sekhar Yendaluru, Md. Hasanuzzaman, K. V. Sharma

J. Sol. Energy Eng. October 2021, 143(5): 054501. doi: https://doi.org/10.1115/1.4050214

Abstract

View articletitled, Evaluation of Optical Transmissivity of Transparent Materials on the Performance of Solar Flat Plate Collectors

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Topics: Flat plates , Glass , Solar energy , Thermal efficiency , Transparent solids , Iron , Transparency , Heat , Sheet glass

Dynamic Analysis of the Optimized Savonius Vertical Axis Wind Turbine Composite Blades

Sobhy M. Ghoneam, Ahmed A. Hamada, Taha S. Sherif

J. Sol. Energy Eng. October 2021, 143(5): 054502. doi: https://doi.org/10.1115/1.4050519

Abstract

View articletitled, Dynamic Analysis of the Optimized Savonius Vertical Axis Wind Turbine Composite Blades

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Topics: Blades , Composite materials , Rotors , Savonius wind turbines , Vertical axis wind turbines , Design , Wind

Short-Term Forecasting and Uncertainty Analysis of Wind Power

Gu Bo, Luo Keke, Zhang Hongtao, Zhang Jinhua, Huang Hui

J. Sol. Energy Eng. October 2021, 143(5): 054503. doi: https://doi.org/10.1115/1.4050594

Abstract

View articletitled, 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

Experimental Investigation of Direct Steam Generation Dynamics in Solar Fresnel Collectors

Marwan Mokhtar, Christian Zahler, Robert Stieglitz

J. Sol. Energy Eng. October 2021, 143(5): 054504. doi: https://doi.org/10.1115/1.4050731

Abstract

View articletitled, Experimental Investigation of Direct Steam Generation Dynamics in Solar Fresnel Collectors

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Topics: Solar energy , Steam , Dynamics (Mechanics) , Pressure

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Research Papers

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

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

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

Simplified Thermal Model for Absolute Radiometer Simulation

Mathematical Modeling and Computational Tool That Consider the Thermal Behavior of Inverters in the Forecast of Energy Yield in Grid-Connected Photovoltaic Systems

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

Enhancement of the Photovoltaic Potential in Mimosa pudica-Based Dye for Sensitization of the Working Electrode in the Construction of Solar Cell

Computational Simulation and Analysis of Major Control Parameters of Time-Dependent Photovoltaic/Thermal Collectors

Technical Briefs

Evaluation of Optical Transmissivity of Transparent Materials on the Performance of Solar Flat Plate Collectors

Dynamic Analysis of the Optimized Savonius Vertical Axis Wind Turbine Composite Blades

Short-Term Forecasting and Uncertainty Analysis of Wind Power

Experimental Investigation of Direct Steam Generation Dynamics in Solar Fresnel Collectors

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