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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

J. Sol. Energy Eng. August 2023, 145(4): 041002.

Paper No: SOL-22-1144

DOI: https://doi.org/10.1115/1.4056122

Published Online: November 25, 2022

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Topics: Artificial neural networks, Errors, Molecular beam epitaxy, Solar radiation, Time series, Solar energy

Journal Articles

Estimating Radiation Scattering Around Plasmonic Nanowires Using Engineered Geometric Features

Mine Kaya, Shima Hajimirza

J. Sol. Energy Eng. June 2023, 145(3): 031008.

Paper No: SOL-21-1412

DOI: https://doi.org/10.1115/1.4055994

Published Online: November 11, 2022

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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

Analysis and Optimization of Parabolic Trough Solar Collector to Improve Its Optical Performance

Anubhav Goel, Rajesh Mahadeva, Gaurav Manik

J. Sol. Energy Eng. June 2023, 145(3): 031009.

Paper No: SOL-22-1137

DOI: https://doi.org/10.1115/1.4055995

Published Online: November 11, 2022

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Topics: Irradiation (Radiation exposure), Optimization, Parabolic troughs, Particle swarm optimization, Solar collectors, Solar energy, Errors, Glass, Optimization algorithms, Mirrors

Journal Articles

Performance Evaluation of Newly Developed Generalized Correlations for the Prediction of Solar Diffuse Fraction for Various Climatic Regions

Muhammad Sumair, Tauseef Aized, Muhammad Mahmood Aslam Bhutta, Layba Tehreem, Muhammad Shoaib

J. Sol. Energy Eng. April 2023, 145(2): 021007.

Paper No: SOL-22-1009

DOI: https://doi.org/10.1115/1.4055102

Published Online: August 18, 2022

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Topics: Errors, Performance evaluation, Polynomials, Solar energy, Sunlight, Irradiation (Radiation exposure), Solar radiation, Radiation (Physics), Regression analysis

Journal Articles

Design and Performance Analyses of Evacuated U-Tube Solar Collector Using Data-Driven Machine Learning Models

Astarag Mohapatra, P. K. S. Tejes, Chatur Gembali, B. Kiran Naik

J. Sol. Energy Eng. February 2023, 145(1): 011007.

Paper No: SOL-22-1021

DOI: https://doi.org/10.1115/1.4054852

Published Online: July 29, 2022

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Topics: Design, Errors, Machine learning, Optimization, Solar collectors, Temperature, Thermal energy, Solar energy, Heat transfer

Journal Articles

Piecewise-Focusing Collectors Reduce the Mirror Area in Concentrating Solar Thermal Power Plants

David K. Bisset

J. Sol. Energy Eng. October 2022, 144(5): 055001.

Paper No: SOL-21-1304

DOI: https://doi.org/10.1115/1.4054027

Published Online: March 22, 2022

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Topics: Cavities, Corners (Structural elements), Elevations (Drawings), Mirrors, Optical mirrors, Solar energy, Solar thermal power, Temperature, Design, Computer simulation

Journal Articles

Modeling, Implementing, and Evaluating of an Advanced Dual Axis Heliostat Drive System

W. M. Hamanah, A. S. Salem, M. A. Abido, F. A. Al-Sulaiman, A. M. Qwbaiban, T. G. Habetler

J. Sol. Energy Eng. August 2022, 144(4): 041001.

Paper No: SOL-21-1211

DOI: https://doi.org/10.1115/1.4052958

Published Online: February 11, 2022

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Topics: Concentrating solar power, Control equipment, Engineering prototypes, Feedback, Mirrors, Modeling, Sensors, Simulation, Solar energy, Solar towers

Journal Articles

An Improved Levenberg–Marquardt Approach With a New Reduced Form for the Identification of Parameters of the One-Diode Photovoltaic Model

Abdoul-Baki Tchakpedeou, Yendoubé Lare, Kossi Napo, Arafat Fousseni

J. Sol. Energy Eng. August 2022, 144(4): 041005.

Paper No: SOL-21-1137

DOI: https://doi.org/10.1115/1.4053624

Published Online: February 11, 2022

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Topics: Algorithms, Errors, Photovoltaic cells, Solar cells, Temperature, Thin films, Simulation, Circuits, Optimization, Optimization algorithms

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

J. Sol. Energy Eng. February 2022, 144(1): 010802.

Paper No: SOL-21-1022

DOI: https://doi.org/10.1115/1.4051949

Published Online: August 16, 2021

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Topics: Errors, Solar energy, Support vector machines, Machine learning

Journal Articles

Design and Analysis of Nonlinear Controller for a Standalone Photovoltaic System Using Lyapunov Stability Theory

Narendra Kumar, Aman Sharma

J. Sol. Energy Eng. February 2022, 144(1): 011003.

Paper No: SOL-20-1346

DOI: https://doi.org/10.1115/1.4051584

Published Online: July 16, 2021

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Topics: Algorithms, Control equipment, Design, Errors, Photovoltaic power systems, Stability, Temperature, Sliding mode control, Manifolds, Cycles

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

J. Sol. Energy Eng. February 2022, 144(1): 010801.

Paper No: SOL-21-1106

DOI: https://doi.org/10.1115/1.4051652

Published Online: July 16, 2021

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Topics: Irradiation (Radiation exposure), Solar energy, Artificial neural networks, Errors

Journal Articles

Wind Power Deterministic Prediction and Uncertainty Quantification Based on Interval Estimation

Hui Huang, Rong Jia, Jun Liang, Jian Dang, Zhengmian Wang

J. Sol. Energy Eng. December 2021, 143(6): 061010.

Paper No: SOL-20-1499

DOI: https://doi.org/10.1115/1.4051430

Published Online: June 29, 2021

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Topics: Errors, Optimization, Uncertainty quantification, Wind power, Wind turbines, Generators, Wind power forecasting

Includes: Supplementary data

Journal Articles

Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression

Hüseyin Sarper, Igor Melnykov, Lee Anne Martínez

J. Sol. Energy Eng. December 2021, 143(6): 064502.

Paper No: SOL-20-1502

DOI: https://doi.org/10.1115/1.4051262

Published Online: June 15, 2021

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Topics: Energy generation, Photovoltaic power systems, Solar energy, Regression models, Errors

Journal Articles

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.

Paper No: SOL-20-1298

DOI: https://doi.org/10.1115/1.4050594

Published Online: April 9, 2021

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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

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.

Paper No: SOL-20-1352

DOI: https://doi.org/10.1115/1.4050349

Published Online: March 18, 2021

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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

J. Sol. Energy Eng. October 2021, 143(5): 051003.

Paper No: SOL-20-1179

DOI: https://doi.org/10.1115/1.4049624

Published Online: February 23, 2021

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Topics: Artificial neural networks, Machine learning, Solar radiation, Errors, Solar energy, Renewable energy

Journal Articles

Thermophysical Properties Experimentally Tested for NaCl-KCl-MgCl 2 Eutectic Molten Salt as a Next-Generation High-Temperature Heat Transfer Fluids in Concentrated Solar Power Systems

Xiaoxin Wang, Jesus Del Rincon, Peiwen Li, Youyang Zhao, Judith Vidal

J. Sol. Energy Eng. August 2021, 143(4): 041005.

Paper No: SOL-20-1321

DOI: https://doi.org/10.1115/1.4049253

Published Online: January 11, 2021

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Topics: Density, Fluids, Heat of fusion, Heat transfer, High temperature, Melting point, Specific heat, Temperature, Thermal conductivity, Uncertainty

Journal Articles

Comparative Study of 16 Clear-Sky Radiative Transfer Models to Estimate Direct Normal Irradiance (DNI) in Botucatu, Brazil

Cícero Manoel dos Santos, João Francisco Escobedo, Amaury de Souza, Razika Ihaddadene, Eduardo Nardini Gomes, Maurício Bruno Prado da Silva

J. Sol. Energy Eng. June 2021, 143(3): 030801.

Paper No: SOL-20-1135

DOI: https://doi.org/10.1115/1.4048300

Published Online: October 5, 2020

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Topics: Errors, Irradiation (Radiation exposure), Radiative heat transfer, Solar energy, Aerosols, Statistical analysis

Journal Articles

A Six Parameter Single Diode Model for Photovoltaic Modules

Mete Nacar, Emre Özer, Aysel Ersoy Yılmaz

J. Sol. Energy Eng. February 2021, 143(1): 011012.

Paper No: SOL-20-1072

DOI: https://doi.org/10.1115/1.4047853

Published Online: August 3, 2020

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Topics: Algorithms, Particle swarm optimization, Temperature, Circuits, Solar cells, Sound transmission class, Optimization, Modeling, Errors

Journal Articles

A Hybrid Ray-Tracing Optical Model for Compound Parabolic Concentrators

Donghao Xu, Ming Qu, Zhiyao Yang

J. Sol. Energy Eng. December 2020, 142(6): 061008.

Paper No: SOL-20-1126

DOI: https://doi.org/10.1115/1.4046949

Published Online: May 12, 2020

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Topics: Glass, Ray tracing, Reflectance, Solar energy, Surface properties, Refraction, Reflection, Errors, Simulation

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Journal citation

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Supplemental Material

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

Estimating Radiation Scattering Around Plasmonic Nanowires Using Engineered Geometric Features

Analysis and Optimization of Parabolic Trough Solar Collector to Improve Its Optical Performance

Performance Evaluation of Newly Developed Generalized Correlations for the Prediction of Solar Diffuse Fraction for Various Climatic Regions

Design and Performance Analyses of Evacuated U-Tube Solar Collector Using Data-Driven Machine Learning Models

Piecewise-Focusing Collectors Reduce the Mirror Area in Concentrating Solar Thermal Power Plants

Modeling, Implementing, and Evaluating of an Advanced Dual Axis Heliostat Drive System

An Improved Levenberg–Marquardt Approach With a New Reduced Form for the Identification of Parameters of the One-Diode Photovoltaic Model

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

Design and Analysis of Nonlinear Controller for a Standalone Photovoltaic System Using Lyapunov Stability Theory

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

Wind Power Deterministic Prediction and Uncertainty Quantification Based on Interval Estimation

Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression

Short-Term Forecasting and Uncertainty Analysis of Wind Power

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

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

Thermophysical Properties Experimentally Tested for NaCl-KCl-MgCl 2 Eutectic Molten Salt as a Next-Generation High-Temperature Heat Transfer Fluids in Concentrated Solar Power Systems

Comparative Study of 16 Clear-Sky Radiative Transfer Models to Estimate Direct Normal Irradiance (DNI) in Botucatu, Brazil

A Six Parameter Single Diode Model for Photovoltaic Modules

A Hybrid Ray-Tracing Optical Model for Compound Parabolic Concentrators

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