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International Journal of Photoenergy
Volume 2014 (2014), Article ID 680596, 9 pages
http://dx.doi.org/10.1155/2014/680596
Research Article

Estimation of Monthly Sunshine Duration in Turkey Using Artificial Neural Networks

1Department of Physics, Cukurova University, 01330 Adana, Turkey
2Biomedical Engineering Department, Cukurova University, 01330 Adana, Turkey

Received 22 May 2014; Accepted 18 July 2014; Published 10 August 2014

Academic Editor: Shahed Khan

Copyright © 2014 H. M. Kandirmaz et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [8 citations]

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  • Zhijian Liu, Hao Li, Xinyu Zhang, Guangya Jin, and Kewei Cheng, “Novel Method for Measuring the Heat Collection Rate and Heat Loss Coefficient of Water-in-Glass Evacuated Tube Solar Water Heaters Based on Artificial,” Energies, vol. 8, no. 8, pp. 8814–8834, 2015. View at Publisher · View at Google Scholar
  • Fudi Chen, Hao Li, Zhihan Xu, Shixia Hou, and Dazuo Yang, “User-friendly optimization approach of fed-batch fermentation conditions for the production of iturin A using artificial neural networks and support vector machine,” Electronic Journal of Biotechnology, 2015. View at Publisher · View at Google Scholar
  • Jinbing Song, “Multiple computation models for the prediction of private vehicle ownership in Chinese Area,” International Journal of Smart Home, vol. 9, no. 9, pp. 21–28, 2015. View at Publisher · View at Google Scholar
  • Fushun Han, and Yan Zhang, “Prediction of environmental carrying capacity for Chinese cities based on artificial neural network and Grey Model GM (1, 1) prediction,” Journal of Computational and Theoretical Nanoscience, vol. 13, no. 9, pp. 6372–6376, 2016. View at Publisher · View at Google Scholar
  • K. Kaba, H.M. Kandirmaz, and M. Avci, “Estimation of Daily Sunshine Duration Using Support Vector Machines,” International Journal of Green Energy, 2016. View at Publisher · View at Google Scholar
  • Marek Brabec, Marius Paulescu, and Viorel Badescu, “Statistical properties of clear and dark duration lengths,” Solar Energy, vol. 153, pp. 508–518, 2017. View at Publisher · View at Google Scholar
  • Tian-Zhong Jing, Shan-Chun Yan, and Wen-Yi Zhang, “Studies on prediction models of Dendrolimus superans occurrence area based on machine learning,” Beijing Linye Daxue Xuebao/Journal of Beijing Forestry University, vol. 39, no. 1, pp. 85–93, 2017. View at Publisher · View at Google Scholar
  • Ozge Pinar Akkas, Mustafa Yasin Erten, Ertugrul Cam, and Nihat Inanc, “Optimal Site Selection for a Solar Power Plant in the Central Anatolian Region of Turkey,” International Journal of Photoenergy, vol. 2017, pp. 1–13, 2017. View at Publisher · View at Google Scholar