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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

Publisher: ASME

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

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

Journal Articles

Analysis of Wind Turbine Wakes Through Time-Resolved and SCADA Data of an Onshore Wind Farm

Francesco Castellani, Paolo Sdringola, Davide Astolfi

Publisher: ASME

J. Sol. Energy Eng. August 2018, 140(4): 044501.

Paper No: SOL-17-1382

https://doi.org/10.1115/1.4039347

Published Online: March 13, 2018

View Article titled, Analysis of Wind Turbine Wakes Through Time-Resolved and SCADA Data of an Onshore Wind Farm

Topics: Wakes, Wind, Wind farms, Wind turbines, Fluctuations (Physics), Turbines, Time series

Journal Articles

Dynamic Modeling of Solar Radiation Disturbances Based on a Biomimetic Cloud Shading Model

Jesús García, Iván Portnoy, Ricardo Vasquez Padilla, Marco E. Sanjuan

Publisher: ASME

J. Sol. Energy Eng. April 2018, 140(2): 021008.

Paper No: SOL-17-1083

https://doi.org/10.1115/1.4038961

Published Online: January 31, 2018

View Article titled, Dynamic Modeling of Solar Radiation Disturbances Based on a Biomimetic Cloud Shading Model

Topics: Biomimetics, Optimization, Shades and shadows, Solar energy, Solar radiation, Time series, Transients (Dynamics), Radiation (Physics)

Journal Articles

Online Sequential Learning of Neural Networks in Solar Radiation Modeling Using Hybrid Bayesian Hierarchical Approach

Sajid Hussain, Ali AlAlili

Publisher: ASME

J. Sol. Energy Eng. December 2016, 138(6): 061012.

Paper No: SOL-16-1057

https://doi.org/10.1115/1.4034907

Published Online: October 18, 2016

View Article titled, Online Sequential Learning of Neural Networks in Solar Radiation Modeling Using Hybrid Bayesian Hierarchical Approach

Topics: Artificial neural networks, Modeling, Noise (Sound), Solar radiation, Solar energy, Time series, Algorithms, Engineering simulation, Simulation, Filters

Journal Articles

Day-Ahead Solar Irradiance Forecasting in a Tropical Environment

Aloysius W. Aryaputera, Dazhi Yang, Wilfred M. Walsh

Publisher: ASME

J. Sol. Energy Eng. October 2015, 137(5): 051009.

Paper No: SOL-14-1336

https://doi.org/10.1115/1.4030231

Published Online: July 27, 2015

View Article titled, Day-Ahead Solar Irradiance Forecasting in a Tropical Environment

Topics: Errors, Simulation, Solar energy, Solar radiation, Time series, Physics, Radiation (Physics), Resolution (Optics)

Journal Articles

Estimation and Applications of Clear Sky Global Horizontal Irradiance at the Equator

Dazhi Yang, Wilfred M. Walsh, Panida Jirutitijaroen

Publisher: ASME

J. Sol. Energy Eng. August 2014, 136(3): 034505.

Paper No: SOL-12-1258

https://doi.org/10.1115/1.4027263

Published Online: May 2, 2014

View Article titled, Estimation and Applications of Clear Sky Global Horizontal Irradiance at the Equator

Topics: Errors, Radiative heat transfer, Solar energy, Time series, Acoustic emissions, Brightness (Photometry), Modeling, Solar radiation, Water

Journal Articles

Heliostat Field Layout Improvement by Nonrestricted Refinement

Reiner Buck

Publisher: ASME

J. Sol. Energy Eng. May 2014, 136(2): 021014.

Paper No: SOL-13-1065

https://doi.org/10.1115/1.4025293

Published Online: September 19, 2013

View Article titled, Heliostat Field Layout Improvement by Nonrestricted Refinement

Topics: Optimization, Ray tracing, Shades and shadows, Simulation, Solar energy, Cycles, Time series

Journal Articles

Forecasting of Global Horizontal Irradiance Using Sky Cover Indices

Ricardo Marquez, Vesselin G. Gueorguiev, Carlos F. M. Coimbra

Publisher: ASME

J. Sol. Energy Eng. February 2013, 135(1): 011017.

Paper No: SOL-11-1099

https://doi.org/10.1115/1.4007497

Published Online: October 23, 2012

View Article titled, Forecasting of Global Horizontal Irradiance Using Sky Cover Indices

Topics: Algorithms, Artificial neural networks, Infrared radiation, Instrumentation, Modeling, Solar energy, Solar radiation, Temperature, Time series, Errors

Journal Articles

Proposed Metric for Evaluation of Solar Forecasting Models

Ricardo Marquez, Carlos F. M. Coimbra

Publisher: ASME

J. Sol. Energy Eng. February 2013, 135(1): 011016.

Paper No: SOL-11-1098

https://doi.org/10.1115/1.4007496

Published Online: October 23, 2012

View Article titled, Proposed Metric for Evaluation of Solar Forecasting Models

Topics: Errors, Solar energy, Solar radiation, Uncertainty, Time series, Polynomials

Journal Articles

Next-Day Daily Energy Consumption Forecast Model Development and Model Implementation

Li Song, Ik-seong Joo, Subroto Gunawan

Publisher: ASME

J. Sol. Energy Eng. August 2012, 134(3): 031002.

https://doi.org/10.1115/1.4006400

Published Online: April 4, 2012

View Article titled, Next-Day Daily Energy Consumption Forecast Model Development and Model Implementation

Topics: Cooling, Energy consumption, Model development, Regression models, Stress, Temperature, Thermal energy storage, Time series, Algorithms, Pumps

Journal Articles

Assessment of Load Extrapolation Methods for Wind Turbines

Henrik Stensgaard Toft, John Dalsgaard Sørensen, Dick Veldkamp

Publisher: ASME

J. Sol. Energy Eng. May 2011, 133(2): 021001.

https://doi.org/10.1115/1.4003416

Published Online: February 23, 2011

View Article titled, Assessment of Load Extrapolation Methods for Wind Turbines

Topics: Stress, Wind velocity, Wind turbines, Weibull distribution, Blades, Time series

Journal Articles

A Comparison of Long-Term Wind Speed Forecasting Models

Petros P. Kritharas, Simon J. Watson

Publisher: ASME

J. Sol. Energy Eng. November 2010, 132(4): 041008.

https://doi.org/10.1115/1.4002346

Published Online: October 4, 2010

View Article titled, A Comparison of Long-Term Wind Speed Forecasting Models

Topics: Errors, Time series, Wind velocity, Fittings

Journal Articles

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

Haiyang Zheng, Andrew Kusiak

Publisher: ASME

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

Topics: Algorithms, Data mining, Support vector machines, Time series, Wind farms

Journal Articles

Study of Cubic Splines and Fourier Series as Interpolation Techniques for Filling in Short Periods of Missing Building Energy Use and Weather Data

Juan-Carlos Baltazar, David E. Claridge

Publisher: ASME

J. Sol. Energy Eng. May 2006, 128(2): 226–230.

https://doi.org/10.1115/1.2189872

Published Online: November 16, 2005

View Article titled, Study of Cubic Splines and Fourier Series as Interpolation Techniques for Filling in Short Periods of Missing Building Energy Use and Weather Data

Topics: Energy consumption, Fourier series, Interpolation, Splines, Temperature, Time series, Errors

Journal Articles

A Simple Method of Estimating Wind Turbine Blade Fatigue at Potential Wind Turbine Sites

J. C. Barnard, L. L. Wendell

Publisher: ASME

J. Sol. Energy Eng. May 1997, 119(2): 174–186.

https://doi.org/10.1115/1.2887900

Published Online: May 1, 1997

View Article titled, A Simple Method of Estimating Wind Turbine Blade Fatigue at Potential Wind Turbine Sites

Topics: Blades, Fatigue, Wind turbines, Fatigue damage, Turbines, Damage, Time series, Wind, Wind energy

Journal Articles

Frequency Domain Analysis of the Fatigue Loads on Typical Wind Turbine Blades

H. J. Sutherland

Publisher: ASME

J. Sol. Energy Eng. November 1996, 118(4): 204–211.

https://doi.org/10.1115/1.2871779

Published Online: November 1, 1996

View Article titled, Frequency Domain Analysis of the Fatigue Loads on Typical Wind Turbine Blades

Topics: Blades, Fatigue, Frequency-domain analysis, Stress, Wind turbines, Algorithms, Fatigue analysis, Cycles, Time series, Fast Fourier transforms

Journal Articles

The Fractal Dimension of the Wind

C. Y. Syu, R. H. Kirchhoff

Publisher: ASME

J. Sol. Energy Eng. August 1993, 115(3): 151–154.

https://doi.org/10.1115/1.2930042

Published Online: August 1, 1993

View Article titled, The Fractal Dimension of the Wind

Topics: Dimensions, Fractals, Wind, Kinetic energy, Time series, Turbulence, Wind velocity

Journal Articles

A Comparison of Alternative Approaches for the Synthetic Generation of a Wind Speed Time Series

F. C. Kaminsky, R. H. Kirchhoff, C. Y. Syu, J. F. Manwell

Publisher: ASME

J. Sol. Energy Eng. November 1991, 113(4): 280–289.

https://doi.org/10.1115/1.2929974

Published Online: November 1, 1991

View Article titled, A Comparison of Alternative Approaches for the Synthetic Generation of a Wind Speed Time Series

Topics: Time series, Wind velocity, Algorithms, Chain, Statistical distributions, Probability, Spectral energy distribution

Journal Articles

Prediction of Stochastic Blade Responses Using Measured Wind-Speed Data as Input to the Flap Code

A. D. Wright, R. W. Thresher

Publisher: ASME

J. Sol. Energy Eng. November 1990, 112(4): 326–332.

https://doi.org/10.1115/1.2929943

Published Online: November 1, 1990

View Article titled, Prediction of Stochastic Blade Responses Using Measured Wind-Speed Data as Input to the Flap Code

Topics: Blades, Wind velocity, Turbulence, Stress, Rotors, Curve fitting, Spectra (Spectroscopy), Structural dynamics, Time series, Turbines

Journal Articles

A Method for Analyzing Wind Turbine Dynamic Response Test Data

A. C. Hansen

Publisher: ASME

J. Sol. Energy Eng. November 1988, 110(4): 335–339.

https://doi.org/10.1115/1.3268276

Published Online: November 1, 1988

View Article titled, A Method for Analyzing Wind Turbine Dynamic Response Test Data

Topics: Dynamic response, Wind turbines, Rotors, Time series, Wind, Disks, Fourier series

Journal citation

NARROW

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

Analysis of Wind Turbine Wakes Through Time-Resolved and SCADA Data of an Onshore Wind Farm

Dynamic Modeling of Solar Radiation Disturbances Based on a Biomimetic Cloud Shading Model

Online Sequential Learning of Neural Networks in Solar Radiation Modeling Using Hybrid Bayesian Hierarchical Approach

Day-Ahead Solar Irradiance Forecasting in a Tropical Environment

Estimation and Applications of Clear Sky Global Horizontal Irradiance at the Equator

Heliostat Field Layout Improvement by Nonrestricted Refinement

Forecasting of Global Horizontal Irradiance Using Sky Cover Indices

Proposed Metric for Evaluation of Solar Forecasting Models

Next-Day Daily Energy Consumption Forecast Model Development and Model Implementation

Assessment of Load Extrapolation Methods for Wind Turbines

A Comparison of Long-Term Wind Speed Forecasting Models

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

Study of Cubic Splines and Fourier Series as Interpolation Techniques for Filling in Short Periods of Missing Building Energy Use and Weather Data

A Simple Method of Estimating Wind Turbine Blade Fatigue at Potential Wind Turbine Sites

Frequency Domain Analysis of the Fatigue Loads on Typical Wind Turbine Blades

The Fractal Dimension of the Wind

A Comparison of Alternative Approaches for the Synthetic Generation of a Wind Speed Time Series

Prediction of Stochastic Blade Responses Using Measured Wind-Speed Data as Input to the Flap Code

A Method for Analyzing Wind Turbine Dynamic Response Test Data

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