Empirical model development and comparison with existing correlations

Research output: Contribution to journalConference articlepeer-review

32 Scopus citations

Abstract

This study utilized monthly mean daily values of global solar-radiation and sunshine duration at 41 locations in Saudi Arabia and developed an empirical correlation for the estimation of global solar radiation at locations where it is not measured. The paper also presents the comparison between the present correlation and other models developed under different geographical and varied meteorological conditions. The comparisons are made using standard statistical tests, namely mean bias error (MBE), root mean square error (RMSE), mean percentage error (MPE), and mean absolute bias error (MABE) tests. The errors are calculated using monthly mean daily measured and estimated values of global solar radiation at all 41 locations. The study found that the present correlation produced the best estimates of global solar radiation.

Original languageEnglish
Pages (from-to)369-378
Number of pages10
JournalApplied Energy
Volume64
Issue number1-4
DOIs
StatePublished - 1 Sep 1999

Bibliographical note

Funding Information:
The authors wish to acknowledge the support of the Research Institute of King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia.

Keywords

  • Empirical model
  • Global solar radiation
  • Mean absolute bias error
  • Mean bias error
  • Mean percentage error
  • Root mean square error
  • Sunshine duration
  • Total solar radiation

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment
  • Building and Construction
  • General Energy
  • Mechanical Engineering
  • Management, Monitoring, Policy and Law

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