Evaluation of scenario-specific modeling approaches to predict plane of array solar irradiation

Moslehi, Salim; Reddy, T. Agami; Katipamula, Srinivas

doi:10.1080/23744731.2017.1406276

Evaluation of scenario-specific modeling approaches to predict plane of array solar irradiation

Journal Article · 20 December 2017 · Science and Technology for the Built Environment

DOI:https://doi.org/10.1080/23744731.2017.1406276· OSTI ID:1489191

Moslehi, Salim ^[1]; Reddy, T. Agami ^[1]; ^[2]

School of Sustainable Engineering and the Built Environment, Arizona State University, 660 S College Ave Room 541, Tempe, AZ 85281, USA
Pacific Northwest National Laboratory, Richland, WA, USA

The two main objectives of this study are to evaluate the extent to which the prediction of plane of array irradiance is improved when diffuse radiation is predicted using location-specific regression models developed from onsite measured data as against using generalized models and to estimate the expected uncertainties associated with plane of array irradiance predictions under different data collection scenarios likely to be encountered in practical situations.

Research Organization:: Pacific Northwest National Lab. (PNNL), Richland, WA (United States)

Sponsoring Organization:: USDOE

DOE Contract Number:: AC05-76RL01830

OSTI ID:: 1489191

Report Number(s):: PNNL-SA-131212

Journal Information:: Science and Technology for the Built Environment, Vol. 24, Issue 7; ISSN 2374-4731

Publisher:: Taylor & Francis

Country of Publication:: United States

Language:: English

References (14)

Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation Erbs, D. G.; Klein, S. A.; Duffie, J. A. Solar Energy, Vol. 28, Issue 4 https://doi.org/10.1016/0038-092X(82)90302-4	journal	January 1982
Quality control of solar radiation data: Present status and proposed new approaches Younes, S.; Claywell, R.; Muneer, T. Energy, Vol. 30, Issue 9 https://doi.org/10.1016/j.energy.2004.04.031	journal	July 2005
Temporal variability patterns in solar radiation estimations Vindel, José M.; Navarro, Ana A.; Valenzuela, Rita X. Journal of Atmospheric and Solar-Terrestrial Physics, Vol. 143-144 https://doi.org/10.1016/j.jastp.2016.03.004	journal	June 2016
Dynamic behaviour of diffuse solar radiation Tomson, Teolan Theoretical and Applied Climatology, Vol. 117, Issue 3-4 https://doi.org/10.1007/s00704-013-1010-1	journal	September 2013
Correlation equation for hourly diffuse radiation on a horizontal surface Orgill, J. F.; Hollands, K. G. T. Solar Energy, Vol. 19, Issue 4 https://doi.org/10.1016/0038-092X(77)90006-8	journal	January 1977
Online short-term solar power forecasting Bacher, Peder; Madsen, Henrik; Nielsen, Henrik Aalborg Solar Energy, Vol. 83, Issue 10 https://doi.org/10.1016/j.solener.2009.05.016	journal	October 2009
Solar radiation analyzing by neuro-fuzzy approach Jović, Srđan; Aničić, Obrad; Marsenić, Mladen Energy and Buildings, Vol. 129 https://doi.org/10.1016/j.enbuild.2016.08.020	journal	October 2016
Solar radiation forecast based on fuzzy logic and neural networks Chen, S. X.; Gooi, H. B.; Wang, M. Q. Renewable Energy, Vol. 60 https://doi.org/10.1016/j.renene.2013.05.011	journal	December 2013
A new predictive solar radiation numerical model Díaz, F.; Montero, G.; Escobar, J. M. Applied Mathematics and Computation, Vol. 267 https://doi.org/10.1016/j.amc.2015.01.036	journal	September 2015
Discourses on solar radiation modeling Muneer, T.; Younes, S.; Munawwar, S. Renewable and Sustainable Energy Reviews, Vol. 11, Issue 4 https://doi.org/10.1016/j.rser.2005.05.006	journal	May 2007
Solar radiation forecasting in the short- and medium-term under all sky conditions Alonso-Montesinos, J.; Batlles, F. J. Energy, Vol. 83 https://doi.org/10.1016/j.energy.2015.02.036	journal	April 2015
Quality control of global solar radiation using sunshine duration hours Moradi, I. Energy, Vol. 34, Issue 1 https://doi.org/10.1016/j.energy.2008.09.006	journal	January 2009
Adaptive neuro-fuzzy approach for solar radiation prediction in Nigeria Olatomiwa, Lanre; Mekhilef, Saad; Shamshirband, Shahaboddin Renewable and Sustainable Energy Reviews, Vol. 51 https://doi.org/10.1016/j.rser.2015.05.068	journal	November 2015
Regression models for hourly diffuse solar radiation Paulescu, Eugenia; Blaga, Robert Solar Energy, Vol. 125 https://doi.org/10.1016/j.solener.2015.11.044	journal	February 2016

Similar Records

Evaluation of scenario-specific modeling approaches to predict plane of array solar irradiation

Journal Article · 2017 · Science and Technology for the Built Environment · OSTI ID:1414274

Moslehi, Salim; Reddy, T. Agami; Katipamula, Srinivas

Evaluation of Data-Driven Models for Predicting Solar Photovoltaics Power Output

Journal Article · 2017 · Energy (Oxford) · OSTI ID:1395284

Moslehi, Salim; Reddy, T. Agami; Katipamula, Srinivas

Assessment of uncertainty in the numerical simulation of solar irradiance over inclined PV panels: New algorithms using measurements and modeling tools

Journal Article · 2018 · Solar Energy · OSTI ID:1429602

Xie, Yu; Sengupta, Manajit; Dooraghi, Mike

Evaluation of scenario-specific modeling approaches to predict plane of array solar irradiation

Citation Formats

References (14)

Similar Records

Related Subjects