Empirical models for the correlation of global solar radiation under Malaysia environment

This paper proposes a new mathematical model to estimate module temperature that has similar tropical climate such as Malaysia. The developed model was based on measured hourly global solar radiation, ambient and module temperature data of Malaysia (3.1°N and 101.7°E). Models were compared using coe...

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Main Authors: Abdul Rahman, Hasimah, Nor, K. M., Hassan, Mohammad Yusri, Majid, M. S.
Format: Article
Published: Praise Worthy Prize 2011
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Online Access:http://eprints.utm.my/id/eprint/44899/
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spelling my.utm.448992015-09-15T06:30:29Z http://eprints.utm.my/id/eprint/44899/ Empirical models for the correlation of global solar radiation under Malaysia environment Abdul Rahman, Hasimah Nor, K. M. Hassan, Mohammad Yusri Majid, M. S. QC Physics This paper proposes a new mathematical model to estimate module temperature that has similar tropical climate such as Malaysia. The developed model was based on measured hourly global solar radiation, ambient and module temperature data of Malaysia (3.1°N and 101.7°E). Models were compared using coefficient correlation (r), coefficient of determination (r2), Mean Bias Error (MBE), Root Mean Square Error (RMSE) Mean Percentage Error (MPE), t-statistic (t-Stat) and F-test. Results show that, the proposed model gives the highest value of correlation coefficient r (0.881), coefficient of determination r2 (0.776), and give good result when considering statistical indicators i.e. low RMSE value (0.0382), low MBE value (0.00698), low MPE value (-0.00066). The t-statistic and F-test were used as best indicators and more effective for determining the model performance. Praise Worthy Prize 2011-08 Article PeerReviewed Abdul Rahman, Hasimah and Nor, K. M. and Hassan, Mohammad Yusri and Majid, M. S. (2011) Empirical models for the correlation of global solar radiation under Malaysia environment. International Review on Modelling and Simulations (I.Re.Mo.S), 4 (4). pp. 1864-1870. ISSN 1974-9821
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QC Physics
spellingShingle QC Physics
Abdul Rahman, Hasimah
Nor, K. M.
Hassan, Mohammad Yusri
Majid, M. S.
Empirical models for the correlation of global solar radiation under Malaysia environment
description This paper proposes a new mathematical model to estimate module temperature that has similar tropical climate such as Malaysia. The developed model was based on measured hourly global solar radiation, ambient and module temperature data of Malaysia (3.1°N and 101.7°E). Models were compared using coefficient correlation (r), coefficient of determination (r2), Mean Bias Error (MBE), Root Mean Square Error (RMSE) Mean Percentage Error (MPE), t-statistic (t-Stat) and F-test. Results show that, the proposed model gives the highest value of correlation coefficient r (0.881), coefficient of determination r2 (0.776), and give good result when considering statistical indicators i.e. low RMSE value (0.0382), low MBE value (0.00698), low MPE value (-0.00066). The t-statistic and F-test were used as best indicators and more effective for determining the model performance.
format Article
author Abdul Rahman, Hasimah
Nor, K. M.
Hassan, Mohammad Yusri
Majid, M. S.
author_facet Abdul Rahman, Hasimah
Nor, K. M.
Hassan, Mohammad Yusri
Majid, M. S.
author_sort Abdul Rahman, Hasimah
title Empirical models for the correlation of global solar radiation under Malaysia environment
title_short Empirical models for the correlation of global solar radiation under Malaysia environment
title_full Empirical models for the correlation of global solar radiation under Malaysia environment
title_fullStr Empirical models for the correlation of global solar radiation under Malaysia environment
title_full_unstemmed Empirical models for the correlation of global solar radiation under Malaysia environment
title_sort empirical models for the correlation of global solar radiation under malaysia environment
publisher Praise Worthy Prize
publishDate 2011
url http://eprints.utm.my/id/eprint/44899/
_version_ 1643651579509735424
score 13.160551