کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6892598 1445452 2018 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Hierarchical aggregation method for a scalable implementation of demand side management
ترجمه فارسی عنوان
روش جمعآوری سلسله مراتبی برای پیاده سازی مقیاس پذیر از مدیریت سمت تقاضا
کلمات کلیدی
مدیریت سمت تقاضا، تجمع، کاربران مسکونی، شبکه های توزیع، مقیاس پذیری، بهینه سازی،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی
Demand side management (DSM) aims to efficiently manage power flow by engaging energy customers, through offering incentives via price signals to alter their consumption patterns or directly controlling their loads. However, the integration of renewable energy generators and batteries in residential premises requires new approaches for DSM as they offer more flexibility. Moreover, as there are often a large number of residential energy customers within a distribution network, it is quite challenging to accommodate all of them in the DSM. In this paper, we propose an Aggregated Method (AM) that allows the treatment of distribution grid as a composition of several microgrids, which helps to aggregate underlying energy customers' power and energy constraints and operating preferences. In addition, we provide methods for distributing the aggregated energy demand decisions among the participating energy customers. In contrast to the alternative centralized method, our approach requires less computational time to obtain decisions and hence scales well with increasing network size. Moreover, our results indicate that when using our method, energy customers receive more benefits through satisfying their energy requirements and operating conditions. Our overall analyses showed that the proposed framework can be easily adopted by the electricity market operators to create scalable DSM programs.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Operations Research - Volume 96, August 2018, Pages 188-199
نویسندگان
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