Determining Diffuse Solar Irradiance: A Comparison of Single and Multiparameter Separation Models for Nepal

Abstract Increasing the use of solar energy technologies, such as photovoltaic and solar thermal systems, presents Nepal with a significant opportunity to realize its potential for sustainable development. Despite being located in the global sunbelt, Nepal's understanding of its solar resource remains limited and has not been adequately explored in the existing literature. To address this gap, this study developed a model to separate hourly global solar irradiance into its direct and diffuse components using a single predictor variable (clearness index), specifically tailored for Nepal, as shown in kd=1−0.04kt+0.09kt2−5.63kt3+4.60kt4. The results showed that the model's performance, measured by root mean squared error and mean bias error, was comparable to that of the leading multiparameter separation method (Engerer2). Given the elegant simplicity of the model, it offers a promising starting point for those wanting to calculate the diffuse and direct solar irradiance from measurements of global solar irradiance on a horizontal surface which can then be used to assess the performance of solar energy systems in Nepal.

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Publication Details

Journal
Journal of Solar Energy Engineering
Published
2025-06-02
DOI
https://doi.org/10.1115/1.4068814
Primary Topic
Solar Radiation and Photovoltaics
Type
article
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0.00
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article

Determining Diffuse Solar Irradiance: A Comparison of Single and Multiparameter Separation Models for Nepal

Sunil Prasad Lohani, Timothy Anderson
Journal of Solar Energy Engineering
Solar Radiation and Photovoltaics
article

Determining Diffuse Solar Irradiance: A Comparison of Single and Multiparameter Separation Models for Nepal

Sunil Prasad Lohani, Timothy Anderson
article en

Abstract

Abstract Increasing the use of solar energy technologies, such as photovoltaic and solar thermal systems, presents Nepal with a significant opportunity to realize its potential for sustainable development. Despite being located in the global sunbelt, Nepal's understanding of its solar resource remains limited and has not been adequately explored in the existing literature. To address this gap, this study developed a model to separate hourly global solar irradiance into its direct and diffuse components using a single predictor variable (clearness index), specifically tailored for Nepal, as shown in kd=1−0.04kt+0.09kt2−5.63kt3+4.60kt4. The results showed that the model's performance, measured by root mean squared error and mean bias error, was comparable to that of the leading multiparameter separation method (Engerer2). Given the elegant simplicity of the model, it offers a promising starting point for those wanting to calculate the diffuse and direct solar irradiance from measurements of global solar irradiance on a horizontal surface which can then be used to assess the performance of solar energy systems in Nepal.

Journal of Solar Energy EngineeringVol. 147(5)
Charles Sturt University (AU), Renewable Energy Systems (United States) (US)
Openalex Percentile: Top 94%
Solar Radiation and Photovoltaics
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Determining Diffuse Solar Irradiance: A Comparison of Single and Multiparameter Separation Models for Nepal — Sunil Prasad Lohani, Timothy Anderson · Journal of Solar Energy Engineering (2025) | TGRS Research Map | TGRS