Contribution to Energy Management in Hybrid Energy Systems Based on Agents Coordination
This paper presents a contribution to the design of a multi-agent for the energy management system in a hybrid energy system (SEH). The multi-agent-based energy-coordination management system (MA-ECMS) is based mainly on coordination between agents. The agents share the tasks and exchange information through communications protocols to achieve the main goal. This intelligent system can fully manage the consumption and production or simply to make proposals for action he thinks is best. The initial step is to give a presentation for the system that we want to model in order to understand all the details as much as possible. In our case, it is to implement a system for simulating a process control of energy management.
[1] Duy-Long H., "Un système avancé de gestion d’énergie dans le bâtiment pour coordonner production et consommation", Thèse, Institut polytechnique de Grenoble", septembre 2007.
[2] Campoccia A., Dusonchet L., Telaretti E., Zizzo G., 2009. "Comparative analysis of different supporting measures for the production of electrical energy by solar PV and wind systems: four representative European cases". Sol. Energy, 83 (3), 287–297.
[3] Mohammadi M., Hosseinian S.H., Gharehpetian G.B., (2012). "Optimization of hybrid solar energy sources/wind turbine systems integrated to utility grids as microgrid (MG) under pool/bilateral/hybrid electricity market using PSO". Sol. Energy, 86 (1), 112–125.
[4] Askarzadeh A., 2013. "Developing a discrete harmony search algorithm for size optimization of wind–photovoltaic hybrid energy system". Sol. Energy, 98, 190–195.
[5] Merei G., Berger C., Sauer D.U., 2013. "Optimization of an off-grid hybrid PV–wind–diesel system with different battery technologies using genetic algorithm". Sol. Energy, 97, 460–473.
[6] Bayod-Rujula A A., Haro-Larrode M.E., Martınez-Gracia A., 2013. "Sizing criteria of hybrid photovoltaic–wind systems with battery storage and self-consumption considering interaction with the grid". Sol. Energy, 98, 582–591.
[7] Kremers E., Gonzalez de Durana J., Barambones, O., 2013. "Multi-agent modeling for the simulation of a simple smart microgrid". Energy ConversManage. 75, 643–650.
[8] Da Rosa, M.A., Leite da Silva, A.M., Miranda, V., 2012. "Multi-agent systems applied to reliability assessment of power systems". Int. J. Electr. Power Energy Syst. 42 (1), 367–374.
[9] Pipattanasomporn M., Feroze H., Rahman S., 2012. "Securing critical loads in a PV-based microgrid with a multi-agent system". Renew. Energy 39 (1), 166–174.
[10] El-Shater T. F., Eskander M. N., El-Hagry M. "Energy flow and management of a hybrid wind /pv / fuel cell generation system". International Journal of Sustainable Energy, 25 (2: 91 – 106, 2006.
[11] El-Shater T. F., Eskander M. N., El-Hagry M. T., "Energy flow and management of a hybrid wind /pv / fuel cell generation system". Energy Conversion and Management, 47 (9-10): 1264 – 1280, 2006.
[12] Becherif M., Paire D., Miraoui A., "Energy management of dolar panel and battery system with passive control"., International Conference on, ICCEP’07, May 2007
[13] Paire D., Becherif M., Miraoui A. "Passivity-based control of hybrid sources applied to a traction system". In Workshop on Hybrid and Solar Vehicles, Italy, Nov. 2006.
[14] Roche R., Idoumghar L., Suryanarayanan S., Daggag M., Solacolu C.A., Miraoui A., 2012. "A flexible and efficient multi-agent gas turbine power plant energy management system with economic and environmental constraints". Appl. Energy.
[15] Lagorse, J., Paire, D., Miraoui, A., 2010. "A multi-agent system for energy management of distributed power sources". Renew. Energy, 35 (1), 174–182.
[16] Jiang, Z., 2008. "Agent-based power sharing scheme for active hybrid power sources". J. Power Sources, 177 (1), 231–238.
[17] Wu K., Zhou H., (2014), "A multi-agent-based energy-coordination control system for grid-connected large-scale wind–photovoltaic energy storage power-generation units", Solar Energy, Vol. 107, P 245–259
[18] Kovaltchouk T., Blavette A., Ben Ahmed H., Multon B., Aubry J., (2015). "Energy Converter Farm Comparison between Centralized and Decentralized Storage Energy Management for Direct Wave", Tenth International Conference on Ecological Vehicles and Renewable Energies (EVER).
[19] Saba D., Laallam F. Z., Hadidi A. E., Berbaoui B., "Contribution to the Management of Energy in the Systems Multi Renewable Sources with Energy by the Application of the Multi Agents Systems “MAS”", Energy Procedia. vol.74 (2015), pp. 616 – 623.
[20] Saba D., Laallam F. Z., Hadidi A. E., Berbaoui B., "Optimization of a Multi-Source System with Renewable Energy Based on Ontology", Energy Procedia. Vol.74 (2015), pp. 608 – 615
[21] Saba D., Laallam F. Z., Belmili H., Hadidi A., "Contribution of renewable energy hybrid system control based of multi agent system coordination", The Symposium on Complex Systems and Intelligent Computing (CompSIC 2015), 29 Avril 2015.
[22] Chu E., Srihari K., Emerson C, "Distributed artificial intelligence in process control ", Pergamon, S0360-8352(96) 00160-X.
[23] Hakansson A., Hartung R., "Agent and Multi-agent technology for Internet and Enterprise Systems", Studies in Computational Intelligence, Vol.289, ISBN 978-3-642-13525-5.
[24] Ferber J., "Les Systèmes Multi Agents: vers une intelligence collective", iia, InterEditions, 1995.
[25] Robert F., "Les systèmes dynamiques discrets", ISBN: 3-540-60086-8, Springer-Velag Berlin Heidelberg New York.
[26] Charif Y. and Sabouret N., "Interaction protocol for service composition in the room", JFSMA’06, pp. 253-266, 2006.
[27] Bryson J., Stein L.A., (2000), "Modularity and specialized learning in the organization of behaviour". The Sixth Neural Computation and Psychology Workshop (NCPW6). Springer-Verlag: Heidelberg, Germany, 2000.
[1] Duy-Long H., "Un système avancé de gestion d’énergie dans le bâtiment pour coordonner production et consommation", Thèse, Institut polytechnique de Grenoble", septembre 2007.
[2] Campoccia A., Dusonchet L., Telaretti E., Zizzo G., 2009. "Comparative analysis of different supporting measures for the production of electrical energy by solar PV and wind systems: four representative European cases". Sol. Energy, 83 (3), 287–297.
[3] Mohammadi M., Hosseinian S.H., Gharehpetian G.B., (2012). "Optimization of hybrid solar energy sources/wind turbine systems integrated to utility grids as microgrid (MG) under pool/bilateral/hybrid electricity market using PSO". Sol. Energy, 86 (1), 112–125.
[4] Askarzadeh A., 2013. "Developing a discrete harmony search algorithm for size optimization of wind–photovoltaic hybrid energy system". Sol. Energy, 98, 190–195.
[5] Merei G., Berger C., Sauer D.U., 2013. "Optimization of an off-grid hybrid PV–wind–diesel system with different battery technologies using genetic algorithm". Sol. Energy, 97, 460–473.
[6] Bayod-Rujula A A., Haro-Larrode M.E., Martınez-Gracia A., 2013. "Sizing criteria of hybrid photovoltaic–wind systems with battery storage and self-consumption considering interaction with the grid". Sol. Energy, 98, 582–591.
[7] Kremers E., Gonzalez de Durana J., Barambones, O., 2013. "Multi-agent modeling for the simulation of a simple smart microgrid". Energy ConversManage. 75, 643–650.
[8] Da Rosa, M.A., Leite da Silva, A.M., Miranda, V., 2012. "Multi-agent systems applied to reliability assessment of power systems". Int. J. Electr. Power Energy Syst. 42 (1), 367–374.
[9] Pipattanasomporn M., Feroze H., Rahman S., 2012. "Securing critical loads in a PV-based microgrid with a multi-agent system". Renew. Energy 39 (1), 166–174.
[10] El-Shater T. F., Eskander M. N., El-Hagry M. "Energy flow and management of a hybrid wind /pv / fuel cell generation system". International Journal of Sustainable Energy, 25 (2: 91 – 106, 2006.
[11] El-Shater T. F., Eskander M. N., El-Hagry M. T., "Energy flow and management of a hybrid wind /pv / fuel cell generation system". Energy Conversion and Management, 47 (9-10): 1264 – 1280, 2006.
[12] Becherif M., Paire D., Miraoui A., "Energy management of dolar panel and battery system with passive control"., International Conference on, ICCEP’07, May 2007
[13] Paire D., Becherif M., Miraoui A. "Passivity-based control of hybrid sources applied to a traction system". In Workshop on Hybrid and Solar Vehicles, Italy, Nov. 2006.
[14] Roche R., Idoumghar L., Suryanarayanan S., Daggag M., Solacolu C.A., Miraoui A., 2012. "A flexible and efficient multi-agent gas turbine power plant energy management system with economic and environmental constraints". Appl. Energy.
[15] Lagorse, J., Paire, D., Miraoui, A., 2010. "A multi-agent system for energy management of distributed power sources". Renew. Energy, 35 (1), 174–182.
[16] Jiang, Z., 2008. "Agent-based power sharing scheme for active hybrid power sources". J. Power Sources, 177 (1), 231–238.
[17] Wu K., Zhou H., (2014), "A multi-agent-based energy-coordination control system for grid-connected large-scale wind–photovoltaic energy storage power-generation units", Solar Energy, Vol. 107, P 245–259
[18] Kovaltchouk T., Blavette A., Ben Ahmed H., Multon B., Aubry J., (2015). "Energy Converter Farm Comparison between Centralized and Decentralized Storage Energy Management for Direct Wave", Tenth International Conference on Ecological Vehicles and Renewable Energies (EVER).
[19] Saba D., Laallam F. Z., Hadidi A. E., Berbaoui B., "Contribution to the Management of Energy in the Systems Multi Renewable Sources with Energy by the Application of the Multi Agents Systems “MAS”", Energy Procedia. vol.74 (2015), pp. 616 – 623.
[20] Saba D., Laallam F. Z., Hadidi A. E., Berbaoui B., "Optimization of a Multi-Source System with Renewable Energy Based on Ontology", Energy Procedia. Vol.74 (2015), pp. 608 – 615
[21] Saba D., Laallam F. Z., Belmili H., Hadidi A., "Contribution of renewable energy hybrid system control based of multi agent system coordination", The Symposium on Complex Systems and Intelligent Computing (CompSIC 2015), 29 Avril 2015.
[22] Chu E., Srihari K., Emerson C, "Distributed artificial intelligence in process control ", Pergamon, S0360-8352(96) 00160-X.
[23] Hakansson A., Hartung R., "Agent and Multi-agent technology for Internet and Enterprise Systems", Studies in Computational Intelligence, Vol.289, ISBN 978-3-642-13525-5.
[24] Ferber J., "Les Systèmes Multi Agents: vers une intelligence collective", iia, InterEditions, 1995.
[25] Robert F., "Les systèmes dynamiques discrets", ISBN: 3-540-60086-8, Springer-Velag Berlin Heidelberg New York.
[26] Charif Y. and Sabouret N., "Interaction protocol for service composition in the room", JFSMA’06, pp. 253-266, 2006.
[27] Bryson J., Stein L.A., (2000), "Modularity and specialized learning in the organization of behaviour". The Sixth Neural Computation and Psychology Workshop (NCPW6). Springer-Verlag: Heidelberg, Germany, 2000.
@article{"International Journal of Electrical, Electronic and Communication Sciences:73928", author = "Djamel Saba and Fatima Zohra Laallam and Brahim Berbaoui", title = "Contribution to Energy Management in Hybrid Energy Systems Based on Agents Coordination", abstract = "This paper presents a contribution to the design of a multi-agent for the energy management system in a hybrid energy system (SEH). The multi-agent-based energy-coordination management system (MA-ECMS) is based mainly on coordination between agents. The agents share the tasks and exchange information through communications protocols to achieve the main goal. This intelligent system can fully manage the consumption and production or simply to make proposals for action he thinks is best. The initial step is to give a presentation for the system that we want to model in order to understand all the details as much as possible. In our case, it is to implement a system for simulating a process control of energy management.
", keywords = "Multi agents system, hybrid energy system, communications protocols, modelization, simulation, control process, energy management.", volume = "10", number = "9", pages = "1249-7", }
