A novel colored fluid stochastic petri net simulation model for reliability evaluation of wind/PV/diesel small isolated power systems

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans

Volumn 40, Issue 6, 2010, Pages 1296-1309

  Katsigiannis, Yiannis A ^a   Georgilakis, Pavlos S ^b   Tsinarakis, George J ^a  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

^b NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Fluid stochastic Petri nets (FSPNs); hybrid systems; photovoltaics (PVs); reliability evaluation; renewable energy sources (RES); simulation; small isolated power systems (SIPS); wind turbines (WTs)

Indexed keywords

FLUID STOCHASTIC PETRI NETS; ISOLATED POWER SYSTEM; PHOTOVOLTAICS; RELIABILITY EVALUATION; RENEWABLE ENERGY SOURCE; SIMULATION;

ELECTRIC GROUNDING; FLUIDS; GRAPH THEORY; HYBRID COMPUTERS; HYBRID SYSTEMS; PETRI NETS; PHOTOVOLTAIC EFFECTS; RANDOM ACCESS STORAGE; RELIABILITY; STOCHASTIC MODELS; STOCHASTIC SYSTEMS; UNINTERRUPTIBLE POWER SYSTEMS; WIND POWER; WIND TURBINES;

COMPUTER SIMULATION;

EID: 77958113397     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2010.2052607     Document Type: Article

References (40)

1. P. S. Georgilakis, "Technical challenges associated with the integration of wind power into power systems," Renew. Sustainable Energy Rev., vol.12, no.3, pp. 852-863, Apr. 2008.
2. R. Karki and R. Billinton, "Cost effective wind energy utilization for reliable power supply," IEEE Trans. Energy Convers., vol.19, no.2, pp. 435-440, Jun. 2004.
3. A. G. Bakirtzis, "A probabilistic method for the evaluation of the reliability of stand-alone wind energy systems," IEEE Trans. Energy Convers., vol.7, no.1, pp. 99-107, Mar. 1992.
4. S. H. Karaki, R. B. Chedid, and R. Ramadan, "Probabilistic performance assessment of wind energy conversion systems," IEEE Trans. Energy Convers., vol.14, no.2, pp. 217-224, Jun. 1999.
5. T. Murata, "Petri nets: Properties, analysis and applications," Proc. IEEE, vol.77, no.4, pp. 541-580, Apr. 1989.
6. K. Xing, M. C. Zhou, H. Liu, and F. Tian, "Optimal Petri-net-based polynomial-complexity deadlock-avoidance policies for automated manufacturing systems," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol.39, no.1, pp. 188-199, Jan. 2009.
7. J. Luo, W. Wu, H. Su, and J. Chu, "Supervisor synthesis for enforcing a class of generalized mutual exclusion constraints on Petri nets," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol.39, no.6, pp. 1237-1246, Nov. 2009.
8. A. L. Feller, T. Wu, D. L. Shunk, and J. Fowler, "Petri net translation patterns for the analysis of ebusiness collaboration messaging protocols," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol.39, no.5, pp. 1022-1034, Sep. 2009.
9. K. Jensen, An Introduction to the Theoretical Aspects of Coloured Petri Nets. New York: Springer-Verlag, 1994, pp. 230-272.
10. R. David and H. Alla, "Petri nets for modeling of dynamic systems-A survey," Automatica, vol.30, no.2, pp. 175-202, Feb. 1994.
11. G. J. Tsinarakis, N. C. Tsourveloudis, and K. P. Valavanis, "Modeling, analysis, synthesis, and performance evaluation of multioperational production systems with hybrid timed Petri nets," IEEE Trans. Autom. Sci. Eng., vol.3, no.1, pp. 29-46, Jan. 2006.
12. K. S. Trivedi and V. G. Kulkarni, "FSPNs: Fluid stochastic Petri nets," in Proc. 14th Int. Conf. Appl. Theory Petri Nets, 1993, pp. 24-31.
13. B. Tuffin, D. S. Chen, and K. S. Trivedi, "Comparison of hybrid systems and fluid stochastic Petri nets," Discr. Event Dyn. Syst.: Theory Appl., vol. 11, no. 1/2, pp. 77-95, Jan. 2001.
14. P. J. Haas, Stochastic Petri Nets: Modelling, Stability, Simulation. New York: Springer-Verlag, 2002.
15. W. G. Schneeweiss, "Tutorial: Petri nets as a graphical description medium for many reliability scenarios," IEEE Trans. Rel., vol.50, no.2, pp. 159-164, Jun. 2001.
16. J. Wang, Y. Deng, and G. Xu, "Reachability analysis of real time systems using time Petri nets," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol.30, no.5, pp. 725-735, Oct. 2000.
17. K. L. Lo, H. S. Ng, and J. Trecat, "Power systems fault diagnosis using Petri nets," Proc. Inst. Elect. Eng.-Gener. Transm. Distrib., vol.144, no.3, pp. 231-236, May 1997.
18. P. S. Georgilakis, J. A. Katsigiannis, K. P. Valavanis, and A. T. Souflaris, "A systematic stochastic Petri net based methodology for transformer fault diagnosis and repair actions," J. Intell. Robot. Syst., vol.45, no.2, pp. 181-201, Feb. 2006.
19. N. Lu, J. H. Chow, and A. A. Descrochers, "A multi-layer Petri net model for deregulated electric power systems," in Proc. Amer. Control Conf., 2002, pp. 513-518.
20. H. Salefhar and T. Li, "Stochastic Petri nets for reliability assessment of power generating systems with operating considerations," in Proc. IEEE Power Eng. Soc. Winter Meeting, 1999, pp. 459-464.
21. M. Dumitrescu, "Stochastic Petri nets architectural modules for power system availability," in Proc. Electron., Circuits Syst., 2002, vol.2, pp. 745-748.
22. M. Gribaudo, A. Horváth, A. Bobbio, E. Tronci, E. Ciancamerla, and M. Minichino, "Fluid Petri nets and hybrid model-checking: A comparative case study," Reliab. Eng. Syst. Saf., vol.81, no.3, pp. 239-257, Sep. 2003.
23. R. Billinton and R. N. Allan, Reliability Evaluation of Power Systems, 2nd ed. New York: Plenum, 1996..
24. G. Ciardo, D. M. Nicol, and S. Trivedi, "Discrete-event simulation of fluid stochastic Petri nets," IEEE Trans. Softw. Eng., vol.25, no.2, pp. 207-217, Mar. 1999.
25. R. David and H. Alla, Discrete, Continuous, and Hybrid Petri Nets. Berlin, Germany: Springer-Verlag, 2005.
26. HOMER, The Micropower Optimization Model. [Online]. Available: http://www.nrel.gov/homer
27. HYBRID2, The Hybrid System Simulation Code. [Online]. Available: http://www.ceere.org/rerl/projects/software/hybrid2/download.html
28. J. Incera, R. Marie, D. Ros, and G. Rubino, "FluidSim: A tool to simulate fluid models of high-speed networks," Perform. Eval., vol.44, no.1-4, pp. 25-49, Apr. 2001. (Pubitemid 32264315)
29. K.Wolter, "Jump transitions in second order FSPNs," in Proc.MASCOTS, Washington, DC, Oct. 1999, pp. 156-163.
30. Visual Object Net ++, Petri Net Simulation Package. [Online]. Available: http://www.r-drath.de/VON/von-e.htm
31. C. Grigg, P. Wong, P. Albrecht, R. Allan, M. Bhavaraju, R. Billinton, Q. Chen, C. Fong, S. Haddad, S. Kuruganty, W. Li, R. Mukerji, D. Patton, N. Rau, D. Reppen, A. Schneider, M. Shahidehpour, and C. Singh, "The IEEE Reliability Test System-1996," IEEE Trans. Power Syst., vol.14, no.3, pp. 1010-1020, Aug. 1999.
32. G. M. Masters, Renewable and Efficient Electric Power Systems. Hoboken, NJ: Wiley, 2004.
33. R. Billinton and W. Li, Reliability Assessment of Electric Power Systems Using Monte Carlo Methods. New York: Plenum, 1994.
34. M. Thomson and D. G. Infield, "Impact of widespread photovoltaics generation on distribution systems," IET Renew. Power Gener., vol.1, no.1, pp. 33-40, Mar. 2007.
35. T. Markvart and L. Castañer, Practical Handbook of Photovoltaics: Fundamentals and Applications. Oxford, U.K.: Elsevier, 2003.
36. P. Sarabando and L. C. Dias, "Multiattribute choice with ordinal information: A comparison of different decision rules," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol.39, no.3, pp. 545-554, May 2009.
37. G. N. Kariniotakis and G. S. Stavrakakis, "A general simulation algorithm for the accurate assessment of isolated diesel-wind turbines systems interaction. Part II: Implementation of the algorithm and case-studies with induction generators," IEEE Trans. Energy Convers., vol.10, no.3, pp. 584-590, Sep. 1995.
38. S. A. Papathanassiou and M. P. Papadopoulos, "Dynamic characteristics of autonomous wind-diesel systems," Renew. Energy, vol.23, no.2, pp. 293-311, Jun. 2001.
39. R. Billinton and R. Karki, "Reliability/cost implications of utilizing photovoltaics in small isolated power systems," Reliab. Eng. Syst. Saf., vol.79, no.1, pp. 11-16, Jan. 2003.
40. J. G. McGowan and J. F. Manwell, "Hybrid wind/PV/diesel system experiences," Renew. Energy, vol.16, no.1, pp. 928-933, Jan. 1999.