دانلود مقاله ISI انگلیسی شماره 57311
عنوان فارسی مقاله

اندازه گیری شباهت رفتار بازار برق بر اساس مدل توزیع داده ها

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
57311 2016 8 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Resemblance measurement of electricity market behavior based on a data distribution model
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : International Journal of Electrical Power & Energy Systems, Volume 78, June 2016, Pages 547–554

کلمات کلیدی
مدل توزیع داده ها؛ رفتار بازار برق؛ اندازه گیری شباهت
پیش نمایش مقاله
پیش نمایش مقاله اندازه گیری شباهت رفتار بازار برق بر اساس مدل توزیع داده ها

چکیده انگلیسی

In this paper, a data modeling method is proposed to assess the similarities of electricity market performance patterns in various times. To put the method into operation, an approximate data distribution (DD) model and a difference measuring technique are proposed to assess the similarities among the data series based on the physical outline or appearance of data distributions. The DD model is utilized to organize price suggestions, load and Share Weighted Average Lerner Index (SWALI) data based on their dependencies. Afterwards, distinction between DD models is measured using the Resemblance Measurement technique for their Minimum Total Cost (MTC) values. Based on the amount of Minimum total cost, the resemblance of electricity market manner in two time horizons is investigated, and the similar electricity market manner will be recognized. Since determining the market manner or the resemblance of market between two time horizons by pure statistical data is not easy, in this paper a method is proposed to characterize the market manner using mathematical formulations. In order to demonstrate the accuracy of this proposed method the real-world data of New York electricity market, New York Independent System Operator (NYISO) for the period 2002–2010 is used.

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