A Multi-Agent Approach to Optimal Sizing of a Combined Heating and Power Microgrid
Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
ICREDG05_007
تاریخ نمایه سازی: 29 مهر 1396
Abstract:
In this paper, a novel multi-agent based method is applied to the problem of optimal sizing of the components of an islanded combined heating and power residential microgrid such that the residential power and heat demands and hydrogenrefilling demands of the fuel cell electric vehicles (FCEVs) are met. It is assumed that the proposed multi agent-based architecture consists of five different agents, namely generationagent (GA), electrical and thermal loads agent (LA), FCEV refilling station agent (SA), control agent (CA), and design agent (DA) which are organized in three levels. Design agent (DA) is themain agent of the proposed multi-agent system (MAS) that according to its interactions with CA and by minimizing the total costs of the system through particle swarm optimization (PSO), finds the optimal sizes of the system’s components. This study isperformed for a typical stand-alone combined heating and power microgrid.
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Authors
Soheil Mohseni
Department of Electrical Engineering, University Campus ۲, University of Guilan Rasht, Iran
Seyed Masoud Moghaddas Tafreshi
Department of Electrical Engineering, Faculty of Engineering, University of Guilan Rasht, Iran