کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
705956 | 891384 | 2008 | 7 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Application of switched adaptive system to load forecasting
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
مهندسی انرژی و فناوری های برق
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
In this paper, we propose an approach for next day peak load forecasting for electrical companies. First a nonlinear model for the peak load is proposed taking into account the historical load and the temperature. Based on this model time-varying local models are obtained for some temperature intervals. The peak load forecasting system is constructed based on these local models which parameters are estimated using an on-line recursive algorithm. We remark that in this methodology it is not necessary to know precisely the temperature of the days since the proposed system is based on an interval for the future temperature instead of a number. An application example illustrates the proposed approach.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Electric Power Systems Research - Volume 78, Issue 4, April 2008, Pages 721–727
Journal: Electric Power Systems Research - Volume 78, Issue 4, April 2008, Pages 721–727
نویسندگان
Carlos Andrey Maia, Mateus Mariano Gonçalves,