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Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems
Highlights ► We model a commercial building integrating photovoltaic and storage systems. ► We propose a general methodology to design an energy management strategy. ► The developed methodology is based on a graphical approach and fuzzy logic. ► Multi objectives energy management strategy allows us to control the storage system. ► The strategy is evaluated with the help of economic and ecological indicators.
Abstract This paper presents an energy management strategy for a commercial building in supermarket application. Some objectives are established as load shedding, to reduce the electricity bill and the CO2 emissions of commercial building, using photovoltaic (PV) and storage systems. An energy management supervision strategy based on the rules of the electricity bill will be presented. This paper focuses on the supervision strategy with the help of fuzzy logic and a graphical methodology to build it. It is shown, with the help of simulations and some economic and ecological indicators that the energy bill cost and the CO2 emissions can be reduced by using the proposed solution.
Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems
Highlights ► We model a commercial building integrating photovoltaic and storage systems. ► We propose a general methodology to design an energy management strategy. ► The developed methodology is based on a graphical approach and fuzzy logic. ► Multi objectives energy management strategy allows us to control the storage system. ► The strategy is evaluated with the help of economic and ecological indicators.
Abstract This paper presents an energy management strategy for a commercial building in supermarket application. Some objectives are established as load shedding, to reduce the electricity bill and the CO2 emissions of commercial building, using photovoltaic (PV) and storage systems. An energy management supervision strategy based on the rules of the electricity bill will be presented. This paper focuses on the supervision strategy with the help of fuzzy logic and a graphical methodology to build it. It is shown, with the help of simulations and some economic and ecological indicators that the energy bill cost and the CO2 emissions can be reduced by using the proposed solution.
Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems
Zhang, He (author) / Davigny, Arnaud (author) / Colas, Frédéric (author) / Poste, Yvan (author) / Robyns, Benoit (author)
Energy and Buildings ; 54 ; 196-206
2012-07-19
11 pages
Article (Journal)
Electronic Resource
English
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