A fuzzy cognitive maps-petri nets energy management system for autonomous polygeneration microgrids

Applied Soft Computing Journal

Volumn 12, Issue 12, 2012, Pages 3785-3797

  Kyriakarakos, George ^a   Dounis, Anastasios I ^b   Arvanitis, Konstantinos G ^a   Papadakis, George ^a  

^a AGRICULTURAL UNIVERSITY OF ATHENS   (Greece)

^b UNIVERSITY OF WEST ATTICA   (Greece)

Author keywords

Fuzzy cognitive maps; Microgrids; Particle swarm optimization; Petri nets; Polygeneration

Indexed keywords

DESIGN AND OPERATIONS; ENERGY FLOW; ENERGY MANAGEMENT SYSTEM; FUZZY COGNITIVE MAP; INTEGRATED APPROACH; INTERACTIVE OPTIMIZATION; MANAGEMENT SYSTEMS; MICRO GRID; PART LOAD; POLY-GENERATION; REMOTE AREAS; SIMULATION AND OPTIMIZATION; SOFTWARE PLATFORMS;

ECONOMICS; FUZZY RULES; FUZZY SYSTEMS; INVESTMENTS; LARGE SCALE SYSTEMS; MANAGEMENT; PARTICLE SWARM OPTIMIZATION (PSO); PEOPLE MOVERS; PETRI NETS; POTABLE WATER;

ENERGY MANAGEMENT;

EID: 84869080664     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2012.01.024     Document Type: Article

References (36)

1. I.E. Agency World Energy Outlook 2010 2010
2. G. Kyriakarakos, A.I. Dounis, S. Rozakis, K.G. Arvanitis, and G. Papadakis Polygeneration microgrids: a viable solution in remote areas for supplying power, potable water and hydrogen as transportation fuel Applied Energy 88 2011 4517 4526
3. A. Yilanci, I. Dincer, and H.K. Ozturk Performance analysis of a PEM fuel cell unit in a solar-hydrogen system International Journal of Hydrogen Energy 33 2008 7538 7552
4. F. Barbir PEM electrolysis for production of hydrogen from renewable energy sources Solar Energy 78 2005 661 669
5. E.S. Mohamed, and G. Papadakis Design, simulation and economic analysis of a stand-alone reverse osmosis desalination unit powered by wind turbines and photovoltaics Desalination 164 2004 87 97 (Pubitemid 38517358)
6. S.R. Vosen, and J.O. Keller Hybrid energy storage systems for stand-alone electric power systems: optimization of system performance and cost through control strategies International Journal of Hydrogen Energy 24 1999 1139 1156 (Pubitemid 30509357)
7. A. Bilodeau, and K. Agbossou Control analysis of renewable energy system with hydrogen storage for residential applications Journal of Power Sources 162 2006 757 764 (Pubitemid 44767964)
8. S. Schmidt, R. Steele, T.S. Dillon, and E. Chang Fuzzy trust evaluation and credibility development in multi-agent systems Applied Soft Computing 7 2007 492 505 (Pubitemid 46205477)
9. X. Li, Y.-J. Song, and S.-B. Han Frequency control in micro-grid power system combined with electrolyzer system and fuzzy PI controller Journal of Power Sources 180 2008 468 475
10. B. Paris, J. Eynard, S. Grieu, and M. Polit Hybrid PID-fuzzy control scheme for managing energy resources in buildings Applied Soft Computing 11 2011 5068 5080
11. C.D. Stylios, and P.P. Groumpos The challenge of modelling supervisory systems using fuzzy cognitive maps Journal of Intelligent Manufacturing 9 1998 339 345 (Pubitemid 128517780)
12. P. Beena, and R. Ganguli Structural damage detection using fuzzy cognitive maps and Hebbian learning Applied Soft Computing 11 2011 1014 1020
13. A.D. Karlis, T.L. Kottas, and Y.S. Boutalis A novel maximum power point tracking method for PV systems using fuzzy cognitive networks (FCN) Electric Power Systems Research 77 2007 315 327 (Pubitemid 44693094)
14. J.L. Salmeron Modelling grey uncertainty with Fuzzy Grey Cognitive Maps Expert Systems with Applications 37 2010 7581 7588
15. E.I. Papageorgiou, and J.L. Salmeron Learning fuzzy grey cognitive maps using nonlinear Hebbian-based approach International Journal of Approximate Reasoning 53 2012 54 65
16. E.I. Papageorgiou A new methodology for decisions in medical informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques Applied Soft Computing 11 2011 500 513
17. J.P. Carvalho, M. Carola, and J.A.B. Tome Using rule-based fuzzy cognitive maps to model dynamic cell behavior in Voronoi based cellular automata IEEE International Conference on Fuzzy Systems 2006 1687 1694 (Pubitemid 46948976)
18. G. Acampora, V. Loia, and A. Vitiello Distributing emotional services in ambient intelligence through cognitive agents Service Oriented Computing and Applications 5 2011 17 35
19. D.K. Iakovidis, and E. Papageorgiou Intuitionistic fuzzy cognitive maps for medical decision making IEEE Transactions on Information Technology in Biomedicine 15 2011 100 107
20. C. Cassandras, and S. Lafortune Introduction to Discrete Event Systems 2nd ed. 2008 Springer Science+Business Media LLC
21. D. Lu, H. Fakham, T. Zhou, and B. François Application of petri nets for the energy management of a photovoltaic based power station including storage units Renewable Energy 35 2010 1117 1124
22. Solar Energy Laboratory, University of Wisconsin, TRNSYS, 2011. Available from: http://sel.me.wisc.edu/TRNSYS (updated 11.01.2011; cited 10.02.2011).
23. The Regents of the University of California (through Lawrence Berkeley National Laboratory), GenOpt, 1998-2010. Available from: http:// simulationresearch.lbl.gov/GO/ (updated 26.04.2010; cited 10.02.2011).
24. Thermal Energy System Specialists, TESS Libraries, 2008. Available from: http://www.tess-inc.com/trnsys (cited 10.02.2011).
25. V. Poulek, and M. Libra A very simple solar tracker for space and terrestrial applications Solar Energy Materials and Solar Cells 60 2000 99 103 (Pubitemid 30515252)
26. B. Lin Conceptual design and modeling of a fuel cell scooter for urban Asia Journal of Power Sources 86 2000 202 213 (Pubitemid 30587052)
27. E.I. Papageorgiou, K.E. Parsopoulos, C.S. Stylios, P.P. Groumpos, and M.N. Vrahatis Fuzzy cognitive maps learning using particle swarm optimization Journal of Intelligent Information Systems 25 2005 95 121 (Pubitemid 41203746)
28. B. Kosko Fuzzy Engineering 1996 Prentice Hall
29. S. Bueno, and J.L. Salmeron Benchmarking main activation functions in fuzzy cognitive maps Expert Systems with Applications 36 2009 5221 5229
30. C.D. Stylios, and P.P. Groumpos Fuzzy Cognitive Maps: a model for intelligent supervisory control systems Computers in Industry 39 1999 229 238
31. E.I. Papageorgiou Learning algorithms for fuzzy cognitive maps - a review study IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 2011 1 14
32. J. Lee, K.F.R. Liu, and C. Weiling Modeling uncertainty reasoning with possibilistic petri nets IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 33 2003 214 224
33. T. Murata Petri nets: properties, analysis and applications Proceedings of the IEEE 77 1989 541 580
34. G. Kyriakarakos, E. Mohamed, and G. Papadakis Polygeneration Smartgrids: a solution for the supply of electricity, potable water and hydrogen as fuel for transportation in remote areas 5th European Conference PV-Hybrid and Mini-Grid Tarragona, Spain 2010
35. J.-S.R. Jang, C.-T. Sun, and E. Mizutani Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence 1997 Prentice Hall
36. A. Engler, M. Meinhardt, M. Rothert, and M. Wollny New generation of V/f-statics controlled battery inverter Sunny Island - the key component for AC coupled hybrid systems and mini grids 14th International Photovoltaic Science and Engineering Conference (PVSEC-14) Bangkok, Thailand 2004