با سلام خدمت کاربران در صورتی که با خطای سیستم پرداخت بانکی مواجه شدید از طریق کارت به کارت (6037997535328901 بانک ملی ناصر خنجری ) مقاله خود را دریافت کنید (تا مشکل رفع گردد).
دسته بندی:
داده های بزرگ - big data
سال انتشار:
2018
عنوان انگلیسی مقاله:
A Big Data Scale Algorithm for Optimal Scheduling of Integrated Microgrids
ترجمه فارسی عنوان مقاله:
الگوریتم مقیاس داده های بزرگ برای زمانبندی بهینه میکرو شبکه های یکپارچه
منبع:
IEEE - IEEE TRANSACTIONS ON SMART GRID, VOL: 9, NO: 1, JANUARY 2018
نویسنده:
Hung Khanh Nguyen, Amin Khodaei, Zhu Han,
چکیده انگلیسی:
The capability of switching into the islanded operation mode of microgrids has been advocated as a viable solution
to achieve high system reliability. This paper proposes a new
model for the microgrids optimal scheduling and load curtailment problem. The proposed problem determines the optimal
schedule for local generators of microgrids to minimize the
generation cost of the associated distribution system in the normal operation. Moreover, when microgrids have to switch into
the islanded operation mode due to reliability considerations,
the optimal generation solution still guarantees for the minimal
amount of load curtailment. Due to the large number of constraints in both normal and islanded operations, the formulated
problem becomes a large-scale optimization problem and is very
challenging to solve using the centralized computational method.
Therefore, we propose a decomposition algorithm using the alternating direction method of multipliers that provides a parallel
computational framework. The simulation results demonstrate
the efficiency of our proposed model in reducing generation cost,
as well as guaranteeing the reliable operation of microgrids in
the islanded mode. We finally describe the detailed implementation of parallel computation for our proposed algorithm to run
on a computer cluster using the Hadoop MapReduce software
framework.
Index Terms: Alternating direction method of multipliers (ADMM), big data, Hadoop, integrated microgrid, islanded operation, load curtailment, MapReduce
قیمت: رایگان
توضیحات اضافی:
تعداد نظرات : 0