کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4916390 1428096 2017 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Identifying regime shifts in the US electricity market based on price fluctuations
ترجمه فارسی عنوان
شناسایی تغییر رژیم در بازار برق ایالات متحده بر اساس نوسانات قیمت
کلمات کلیدی
بازار برق ایالات متحده، قیمت برق، تغییر رژیم، تکامل خوشه،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
چکیده انگلیسی
Electricity power is a basic industrial component which plays an important role in the economy of a nation. In this paper, the correlations evolution of electricity prices among 50 states and the District of Columbia are studied based on random matrix theory (RMT) Four regime shifts are identified from January 1990 to August 2014 in the U.S. residential, commercial and industrial electricity markets. Then, the genetic algorithm (GA) is applied to analyze the clusters of evolution. The results show that, the correlations of electricity prices increased continually in the three departments. However, it decreased in 2012 which further confirms its sensitivity to fuel market. Besides, four regime shifts exist in the three departments though the different times of occurrence caused by price level. And, the fluctuation of community evolution is consistent with four regime shifts. The final part is a summary of the research analyzed and results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Energy - Volume 194, 15 May 2017, Pages 658-666
نویسندگان
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