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Journal Articles

Novel Assessment and Classification of Monthly Average Daily Global Solar Radiation Models Through a Figure of Merit Called Irradiation Time Equivalence: Analysis of 70 Regression Models Based on Air Temperature and Sunshine Hours Predictors

Keith De Souza

Publisher: ASME

J. Sol. Energy Eng. February 2023, 145(1): 011004.

Paper No: SOL-21-1292

https://doi.org/10.1115/1.4054665

Published Online: July 18, 2022

View Articletitled, Novel Assessment and Classification of Monthly Average Daily Global Solar Radiation Models Through a Figure of Merit Called Irradiation Time Equivalence: Analysis of 70 Regression Models Based on Air Temperature and Sunshine Hours Predictors

Topics: Irradiation (Radiation exposure), Regression models, Sunlight, Temperature, Solar radiation

Journal Articles

Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression

Hüseyin Sarper, Igor Melnykov, Lee Anne Martínez

Publisher: ASME

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

Paper No: SOL-20-1502

https://doi.org/10.1115/1.4051262

Published Online: June 15, 2021

View Articletitled, Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression

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

Journal Articles

Modeling and Characterization of a Photovoltaic Array Based on Actual Performance Using Cascade-Forward Back Propagation Artificial Neural Network

Ammar Mohammed Ameen, Jagadeesh Pasupuleti, Tamer Khatib, Wilfried Elmenreich, Hussein A. Kazem

Publisher: ASME

J. Sol. Energy Eng. August 2015, 137(4): 041010.

Paper No: SOL-14-1300

https://doi.org/10.1115/1.4030693

Published Online: August 1, 2015

View Articletitled, Modeling and Characterization of a Photovoltaic Array Based on Actual Performance Using Cascade-Forward Back Propagation Artificial Neural Network

Topics: Artificial neural networks, Cascades (Fluid dynamics), Modeling, Molecular beam epitaxy, Photovoltaic power systems, Regression models, Solar radiation, Temperature, Solar cell arrays, Uncertainty

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 Articletitled, 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

Improved Accuracy Models For Hourly Diffuse Solar Radiation

T. Muneer, S. Munawwar

Publisher: ASME

J. Sol. Energy Eng. February 2006, 128(1): 104–117.

https://doi.org/10.1115/1.2148972

Published Online: January 31, 2005

View Articletitled, Improved Accuracy Models For Hourly Diffuse Solar Radiation

Topics: Errors, Radiation (Physics), Solar radiation, Sunlight, Databases, Statistics, Regression models, Solar energy

Journal Articles

Statistical Analysis of Neural Networks as Applied to Building Energy Prediction

Robert H. Dodier, Gregor P. Henze

Publisher: ASME

J. Sol. Energy Eng. February 2004, 126(1): 592–600.

https://doi.org/10.1115/1.1637640

Published Online: February 12, 2004

View Articletitled, Statistical Analysis of Neural Networks as Applied to Building Energy Prediction

Topics: Artificial neural networks, Energy consumption, Regression models, Statistical analysis, Temperature

Journal Articles

Comparative Analysis of Regression and Artificial Neural Network Models for Wind Turbine Power Curve Estimation

Shuhui Li, Donald C. Wunsch, Edgar O’Hair, Michael G. Giesselmann

Publisher: ASME

J. Sol. Energy Eng. November 2001, 123(4): 327–332.

https://doi.org/10.1115/1.1413216

Published Online: July 1, 2001

View Articletitled, Comparative Analysis of Regression and Artificial Neural Network Models for Wind Turbine Power Curve Estimation

Topics: Artificial neural networks, Neural network models, Regression models, Wind turbines, Wind farms, Turbines, Wind velocity

Journal Articles

Prediction Uncertainty of Linear Building Energy Use Models With Autocorrelated Residuals

D. K. Ruch, J. K. Kissock, T. A. Reddy

Publisher: ASME

J. Sol. Energy Eng. February 1999, 121(1): 63–68.

https://doi.org/10.1115/1.2888144

Published Online: February 1, 1999

View Articletitled, Prediction Uncertainty of Linear Building Energy Use Models With Autocorrelated Residuals

Topics: Energy consumption, Uncertainty, Structures, Regression models

Journal Articles

Generalization of the Fourier Series Approach to Model Hourly Energy Use in Commercial Buildings

A. Dhar, T. A. Reddy, D. E. Claridge

Publisher: ASME

J. Sol. Energy Eng. February 1999, 121(1): 54–62.

https://doi.org/10.1115/1.2888143

Published Online: February 1, 1999

View Articletitled, Generalization of the Fourier Series Approach to Model Hourly Energy Use in Commercial Buildings

Topics: Energy consumption, Fourier series, Structures, Polynomials, Regression models, Thermal energy

Journal Articles

Multivariate Regression Modeling

S. Katipamula, T. A. Reddy, D. E. Claridge

Publisher: ASME

J. Sol. Energy Eng. August 1998, 120(3): 177–184.

https://doi.org/10.1115/1.2888067

Published Online: August 1, 1998

View Articletitled, Multivariate Regression Modeling

Topics: Modeling, Energy consumption, Cooling, Structures, Ducts, HVAC equipment, Regression models, Air conditioning, Heating, Maintenance

Journal Articles

Uncertainty in Baseline Regression Modeling and in Determination of Retrofit Savings

T. A. Reddy, J. K. Kissock, D. K. Ruch

Publisher: ASME

J. Sol. Energy Eng. August 1998, 120(3): 185–192.

https://doi.org/10.1115/1.2888068

Published Online: August 1, 1998

View Articletitled, Uncertainty in Baseline Regression Modeling and in Determination of Retrofit Savings

Topics: Modeling, Uncertainty, Regression models, Energy consumption, HVAC equipment, Structures

Journal Articles

Ambient-Temperature Regression Analysis for Estimating Retrofit Savings in Commercial Buildings

J. K. Kissock, T. A. Reddy, D. E. Claridge

Publisher: ASME

J. Sol. Energy Eng. August 1998, 120(3): 168–176.

https://doi.org/10.1115/1.2888066

Published Online: August 1, 1998

View Articletitled, Ambient-Temperature Regression Analysis for Estimating Retrofit Savings in Commercial Buildings

Topics: Regression analysis, Structures, Temperature, Uncertainty, Heating and cooling, HVAC equipment, Regression models

Journal Articles

The Functional Basis of Steady-State Thermal Energy Use in Air-Side HVAC Equipment

T. A. Reddy, S. Katipamula, J. K. Kissock, D. E. Claridge

Publisher: ASME

J. Sol. Energy Eng. February 1995, 117(1): 31–39.

https://doi.org/10.1115/1.2847720

Published Online: February 1, 1995

View Articletitled, The Functional Basis of Steady-State Thermal Energy Use in Air-Side HVAC Equipment

Topics: HVAC equipment, Steady state, Thermal energy, Energy consumption, Structures, Algorithms, Cycles, Ducts, Energy conservation, Heating and cooling

Journal Articles

Use of Simplified System Models to Measure Retrofit Energy Savings

S. Katipamula, D. E. Claridge

Publisher: ASME

J. Sol. Energy Eng. May 1993, 115(2): 57–68.

https://doi.org/10.1115/1.2930033

Published Online: May 1, 1993

View Articletitled, Use of Simplified System Models to Measure Retrofit Energy Savings

Topics: Cooling, Ducts, Energy consumption, Heating, Regression models, Stress, Temperature

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Novel Assessment and Classification of Monthly Average Daily Global Solar Radiation Models Through a Figure of Merit Called Irradiation Time Equivalence: Analysis of 70 Regression Models Based on Air Temperature and Sunshine Hours Predictors

Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression

Modeling and Characterization of a Photovoltaic Array Based on Actual Performance Using Cascade-Forward Back Propagation Artificial Neural Network

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

Improved Accuracy Models For Hourly Diffuse Solar Radiation

Statistical Analysis of Neural Networks as Applied to Building Energy Prediction

Comparative Analysis of Regression and Artificial Neural Network Models for Wind Turbine Power Curve Estimation

Prediction Uncertainty of Linear Building Energy Use Models With Autocorrelated Residuals

Generalization of the Fourier Series Approach to Model Hourly Energy Use in Commercial Buildings

Multivariate Regression Modeling

Uncertainty in Baseline Regression Modeling and in Determination of Retrofit Savings

Ambient-Temperature Regression Analysis for Estimating Retrofit Savings in Commercial Buildings

The Functional Basis of Steady-State Thermal Energy Use in Air-Side HVAC Equipment

Use of Simplified System Models to Measure Retrofit Energy Savings

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