دانلود مقاله ISI انگلیسی شماره 40447
عنوان فارسی مقاله

طرح قیمت گذاری هوشمند: نرم افزار قاعده چند لایه ای

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
40447 2014 10 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Smart pricing scheme: A multi-layered scoring rule application
منبع

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

Journal : Expert Systems with Applications, Volume 41, Issue 8, 15 June 2014, Pages 3726–3735

کلمات کلیدی
شبکه هوشمند - پاسخ به تقاضا - طراحی تشویقی - امتیاز دهی - مدیریت انرژی
پیش نمایش مقاله
پیش نمایش مقاله طرح قیمت گذاری هوشمند: نرم افزار قاعده چند لایه ای

چکیده انگلیسی

Defining appropriate pricing strategy for smart environment is important and complex task at the same time. It holds the primal fraction in Demand Response (DR) program. In our work, we devise an incentive based smart dynamic pricing scheme for consumers facilitating a multi-layered scoring rule. The proposed strategy characterizes both incentive based DR and price based DR programs facilities. This mechanism is applied between consumer agents (CA) to electricity provider agent (EP) and EP to Generation Company (GENCO). Based on the Continuous Ranked Probability Score (CRPS), a hierarchical scoring system is formed among these entities, CA–EP–GENCO. As CA receives the dynamic day-ahead pricing signal from EP, it will schedule the household appliances to lower price period and report the prediction in a form of a probability distribution function to EP. EP, in similar way reports the aggregated demand prediction to GENCO. Finally, GENCO computes the base discount after running a cost-optimization problem. GENCO will reward EP with a fraction of discount based on their prediction accuracy. EP will do the same to CA based on how truthful they were reporting their intentions on device scheduling. The method is tested on real data provided by Ontario Power Company and we show that this scheme is capable to reduce energy consumption and consumers’ payment.

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