The optimized artificial neural network model with Levenberg-Marquardt algorithm for global solar radiation estimation in Eastern Mediterranean Region of Turkey
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- 作者：Ö ; zgü ; r Ç ; elika ; ozgurcelik@adanabtu.edu.tr" class="auth_mail" title="E-mail the corresponding author ; Ahmet Tekeb ; ahmetteke@cu.edu.tr" class="auth_mail" title="E-mail the corresponding author ; H. Başak Yıldırıma ; byildirim@adanabtu.edu.tr" class="auth_mail" title="E-mail the corresponding author
- 关键词：Global solar radiation estimation ; Artificial neural network ; Eastern Mediterranean Region
- 刊名：Journal of Cleaner Production
- 出版年：2016
- 出版时间：10 March 2016
- 年：2016
- 卷：116
- 期：Complete
- 页码：1-12
- 全文大小：1824 K
文摘
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An ANN model to estimate the global solar radiation for Eastern Mediterranean Region of Turkey is proposed.
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The estimation results of models are compared to measured data for four locations.
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The proposed model estimates monthly mean daily solar radiation with superior accuracy.