کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1735676 1016187 2010 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Development of future energy scenarios with intelligent algorithms: Case of hydro in Turkey
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
پیش نمایش صفحه اول مقاله
Development of future energy scenarios with intelligent algorithms: Case of hydro in Turkey
چکیده انگلیسی

Energy production is considered as one of the key indicators for economic development. It is vital to improve the renewable energy production for global sustainability, while leveraging the national resources. This study is contributing to the demonstration of using genetic algorithms (GA) in the development of future energy scenarios as well as to the strategic energy studies in Turkey. The forecasting model developed in this study uses forward feeding back-propagation (BP) method improved by GA. The proposed model is applied in the Turkish case. The test errors are shown to emphasize the positive difference between the proposed model and the classical BP model. The results highlight that there is strong evidence indicating that the government should reconsider their current energy strategies.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy - Volume 35, Issue 4, April 2010, Pages 1724–1729
نویسندگان
, , ,