Efficient Networked Microgrid Management Considering Plug-in Electric Vehicles and Storage Units
Publish place: International Journal of Industrial Electronics, Control and Optimization، Vol: 4، Issue: 2
Publish Year: 1400
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_IECO-4-2_009
تاریخ نمایه سازی: 20 تیر 1401
Abstract:
This article addresses the optimal energy management and operation of networked microgrids considering different types of dispatchable units like fuelcell and microturbine and nondispatchable units such as wind turbine and solar units. To change the just-consuming role of vehicles into an active role with the ability of making profit, the vehicle-to-grid technology (V۲G) is deployed here. Due to the complex and nonlinear structure of the problem, an effective optimization energy management framework based on the bat algorithm (with a modification) and unscented transform is devised to find the most optimal operation point of the devices from the economic point of view. Due to the high uncertainties injected by electric vehicles pattern behavior in addition to the renewable sources output power variations, the unscented transform is proposed to make the analysis more realistic. The simulation results on an IEEE networked microgrid test system advocate the high capability and proper performance of the proposed method. The results show that the total system operation cost is ۵۳۸۹۷.۰۰۴ and ۵۳۷۱۱.۷۰۴ in the ۱st and ۲nd scenarios, respectively. Moreover, it is seen that considering uncertainty in the problem has added ۰.۵۸۶% and ۰.۷۶۲% to the cost function value in the first and second scenarios, compared to the deterministic framework.
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Authors
Mahdi Vosoogh
Department of Electrical Engineering , sirjan branch , islamic azad university ,sirjan ,iran
Masoud Rashidinejad
Department of electrical Engineering , shahid Bahonar university of kerman ,kerman, iran.
Amir Abdollahi
Department of Electrical Engineering , sirjan branch , islamic azad university ,sirjan ,iran
Morteza Ghaseminezhad
Department of Electrical Engineering , sirjan university of technology ,sirjan ,iran
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