Decision tree aided planning and energy balancing of planned community microgrids
نویسندگان
چکیده
9 Planned Communities (PCs) present a unique opportunity for deployment of intelligent control of demand-side 10 distributed energy resources (DER) and storage, which may be organized in Microgrids (MGs). MGs require 11 balancing for maintaining safe and resilient operation. This paper discusses the implications of using MG concepts 12 for planning and control of energy systems within PCs. A novel tool is presented, based on decision trees (DT), 13 with two potential applications: (i) planning of energy storage systems within such MGs and (ii) controlling 14 energy resources for energy balancing within a PC MG. The energy storage planning and energy balancing 15 methodology is validated through sensitivity case studies, demonstrating its effectiveness. A test implementation is 16 presented, utilizing distributed controller hardware to execute the energy balancing algorithm in real-time. 17
منابع مشابه
Title Decision Tree Aided Planning and Energy Balancing of Planned Community Microgrids Authors 3
9 Planned Communities (PCs) present a unique opportunity for deployment of intelligent control of demand-side 10 distributed energy resources (DER) and storage, which may be organized in Microgrids (MGs). MGs require 11 balancing for maintaining safe and resilient operation. This paper discusses the implications of using MG concepts 12 for planning and control of energy systems within PCs. A no...
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