Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems

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.

[1]  Anastasios I. Dounis,et al.  Advanced control systems engineering for energy and comfort management in a building environment--A review , 2009 .

[2]  R. Garcia-Martinez,et al.  Fuzzy Control For Improving Energy Management Within Indoor Building Environments , 2007, Electronics, Robotics and Automotive Mechanics Conference (CERMA 2007).

[3]  Benoit Robyns,et al.  Control based on fuzzy logic of a flywheel energy storage system associated with wind and diesel generators , 2003, Math. Comput. Simul..

[4]  Nirmal-Kumar C. Nair,et al.  Impact of Energy Storage in Buildings on Electricity Demand Side Management , 2011, Thermal Energy Storage with Phase Change Materials.

[5]  Lingfeng Wang,et al.  Multi-objective optimization for decision-making of energy and comfort management in building automation and control , 2012 .

[6]  Guillermo Escrivá-Escrivá Basic actions to improve energy efficiency in commercial buildings in operation , 2011 .

[7]  Benjamin Paris,et al.  Hybrid PID-fuzzy control scheme for managing energy resources in buildings , 2011, Appl. Soft Comput..

[8]  Fabrice Locment,et al.  Multi-source power generation system in semi-isolated and safety grid configuration for buildings , 2010, Melecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference.

[9]  Ryuichi Yokoyama,et al.  A study of optimal capacity of PV and battery energy storage system distributed in demand side , 2010, 45th International Universities Power Engineering Conference UPEC2010.

[10]  Benoit Robyns,et al.  Electricity Production from Renewable Energies: Robyns/Electricity Production from Renewable Energies , 2012 .

[11]  K. Khan,et al.  Energy conservation in buildings: cogeneration and cogeneration coupled with thermal energy storage , 2004 .

[12]  Kostas Kalaitzakis,et al.  Genetic algorithms optimized fuzzy controller for the indoor environmental management in buildings implemented using PLC and local operating networks , 2002 .

[13]  Manuel Alcázar-Ortega,et al.  Application of an energy management and control system to assess the potential of different control strategies in HVAC systems , 2010 .

[14]  Vincent Courtecuisse,et al.  A methodology to design a fuzzy logic based supervision of Hybrid Renewable Energy Systems , 2010, Math. Comput. Simul..

[15]  John Psarras,et al.  An integrated system for buildings’ energy-efficient automation: Application in the tertiary sector , 2013 .

[16]  Benoit Robyns,et al.  Energy Management Strategy for Commercial Buildings Integrating PV and Storage Systems , 2012 .

[17]  Shengwei Wang,et al.  A demand limiting strategy for maximizing monthly cost savings of commercial buildings , 2010 .

[18]  Edgar N. Sánchez,et al.  Design of a smart grid management system with renewable energy generation , 2011, 2011 IEEE Symposium on Computational Intelligence Applications In Smart Grid (CIASG).

[19]  Régis Meuret,et al.  Comparison of different DC voltage supervision strategies in a local Power Distribution System of More Electric Aircraft , 2010, Math. Comput. Simul..

[20]  Benoit Robyns,et al.  Méthodologie de développement de superviseurs à logique floue de centrales multisources à base d'énergie renouvelable , 2009 .

[21]  Benoît Robyns Electricity Production from Renewable Energy , 2021, Electricity Production from Renewable Energies.

[22]  João Figueiredo,et al.  Energy Production System Management – Renewable energy power supply integration with Building Automation System , 2010 .

[23]  Efstratios N. Pistikopoulos,et al.  An energy systems engineering approach to the optimal design of energy systems in commercial buildings , 2010 .

[24]  Peng Xu,et al.  Demand reduction in building energy systems based on economic model predictive control , 2012 .

[25]  Benoit Robyns,et al.  Experimental Validation of Energy Storage System Management Strategies for a Local DC Distribution System of More Electric Aircraft , 2010, IEEE Transactions on Industrial Electronics.