کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6684968 501859 2016 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decision tree aided planning and energy balancing of planned community microgrids
ترجمه فارسی عنوان
درخت تصمیم گیری کمک به برنامه ریزی و تعادل انرژی از میکروجیج برنامه ریزی شده جامعه است
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
چکیده انگلیسی
Planned Communities (PCs) present a unique opportunity for deployment of intelligent control of demand-side distributed energy resources (DER) and storage, which may be organized in Microgrids (MGs). MGs require balancing for maintaining safe and resilient operation. This paper discusses the implications of using MG concepts for planning and control of energy systems within PCs. A novel tool is presented, based on decision trees (DTs), with two potential applications: (i) planning of energy storage systems within such MGs and (ii) controlling energy resources for energy balancing within a PC MG. The energy storage planning and energy balancing methodology is validated through sensitivity case studies, demonstrating its effectiveness. A test implementation is presented, utilizing distributed controller hardware to execute the energy balancing algorithm in real-time.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Energy - Volume 161, 1 January 2016, Pages 197-205
نویسندگان
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