Improving power system reliability calculation efficiency with EPSO variants

IEEE Transactions on Power Systems

Volumn 24, Issue 4, 2009, Pages 1772-1779

  Miranda, Vladimiro ^a,b   de Magalhaes Carvalho, Leonel ^a,b   da Rosa, Mauro Augusto ^a,b   da Silva, Armando M L ^c   Singh, Chanan ^d  

^a UNIVERSITY OF PORTO   (Portugal)

^b UNIVERSITY OF PORTO   (Portugal)

^c FEDERAL UNIVERSITY OF ITAJUBÁ   (Brazil)

^d Texas AandM University   (United States)

Author keywords

Evolutionary algorithms; Monte Carlo sampling; Particle swarm; Population based methods; Reliability analysis

Indexed keywords

COMPUTATIONALLY EFFICIENT; IMPROVING POWER; MONTE CARLO SAMPLING; MONTE CARLO SIMULATION; PARTICLE SWARM; POPULATION-BASED METHODS; POWER SYSTEM RELIABILITY; RELIABILITY INDEX; STATE SPACE;

COMPETITION; COMPUTER SIMULATION; ELECTRIC POWER TRANSMISSION NETWORKS; MONTE CARLO METHODS; PARTICLE SWARM OPTIMIZATION (PSO); PUMPS; QUALITY ASSURANCE;

RELIABILITY ANALYSIS;

EID: 70350738355     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2009.2030397     Document Type: Article

References (22)

1. R. Billinton and L. Wenyuan, "Hybrid approach for reliability evaluation of composite generation and transmission systems using Monte Carlo simulation and enumeration technique," Proc. Inst. Elect. Eng. C, vol. 138, no. 3, pp. 233-241, May 1991.
2. N. Samaan and C. Singh, "Using of genetic algorithms to evaluate frequency and duration indices for generation system reliability," in Proc. ISAP 2001 Intelligent System Application to Power System Conf. Budapest, Hungry, 2001, pp. 251-256.
3. N. Samaan and C. Singh, "An improved genetic algorithm based method for reliability assessment of generation system," in Proc. MEPCON 2001 8th Int. Middle-East Power Systems Conf., Cairo, Egypt, 2001, pp. 235-242.
4. N. Samaan and C. Singh, "Adequacy assessment of power system generation using a modified simple genetic algorithm," IEEE Trans. Power Syst. vol. 17, no. 4, pp. 974-981, Nov. 2002.
5. N. Samaan and C. Singh, "A new method for composite system annualized reliability indices based on genetic algorithms," in Proc. IEEE PES Summer Meeting, 2002, Jul. 2002, vol. 2, pp. 850-855.
6. N. Samaan and C. Singh, "Genetic algorithms approach for the evaluation of composite generation-transmission systems reliability worth," in Proc. IEEE PES Transmission and Distribution Conf. Expo., Sep. 2003, vol. 1, pp. 113-119.
7. S. B. Patra, J. D. Mitra, and R. Earla, "A new intelligent search method for composite system reliability analysis," in Proc. IEEE PES Transmission and Distribution Conf. Exhib., Dallas, TX, May 2006, pp. 803-807.
8. L. Wang, C. Singh, and K. C. Tan, "Reliability evaluation of power-generating systems including time dependent sources based on binary particle swarm optimization," in Proc. IEEE Congr. Evolutionary Computation, Singapore, May 2007, pp. 3346-3352.
9. L. Wang and C. Singh, "Genetic algorithm based adequacy evaluation of hybrid power generation system including wind turbine generators," in Proc. Int. Conf. Intelligent Systems Applications to Power Systems (ISAP 2007), Nov. 2007, pp. 1-5.
10. L. Wang and C. Singh, "Population-based intelligent search in reliability evaluation of generation systems with wind power penetration," IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1336-1345, Aug. 2008.
11. G. Booker, A. Sprintson, C. Singh, and S. Guikema, "Efficient availability evaluation for transport backbone networks," in Proc. Int. Conf. Optical Network Design and Modeling, Vilanova i la Geltrú, Spain, Mar. 2008, pp. 1-6.
12. C. S. X. Luo and H. Kim, "Power system adequacy and security calculations using Monte Carlo simulation incorporating intelligent system methodology," in Proc. 9th Int. Conf. Probability Methods Applied to Power Systems, Stockholm, Sweden, Jun. 2006, pp. 11-15.
13. M. T. Schilling, J. C. S. Souza, A. P. A. da Silva, and M. B. D. C. Filho, "Power systems reliability evaluation using neural networks," Eng. Intell. Syst., vol. 9, no. 4, pp. 219-226, Dec. 2001.
14. A. M. L. da Silva, L. C. Resende, L. A. F. Manso, and V. Miranda, "Composite reliability assessment based on Monte Carlo simulation and artificial neural networks," IEEE Trans. Power Syst., vol. 22, no. 3, pp. 1202-1209, Aug. 2007.
15. V. Miranda and N. Fonseca, "EPSO - Best-of-two-worlds metaheuristic applied to power system problems," in Proc. World Congr. Computational Intelligence (WCCI 2002) - CEC - Conf. Evolutionary Computing, Honolulu, HI, May 2002.
16. V. Miranda, H. Keko, and A. J. Duque, "EPSO: Evolutionary particle swarms," in Advances in Evolutionary Computing for System Design, ser. Studies in Computational Intelligence, L. Jain, Ed. et al. New York: Springer, 2007, vol. 66, ch. 6, pp. 139-168.
17. V. Miranda, H. Keko, and A. J. Duque, "Stochastic star communication topology in evolutionary particle swarms (EPSO)," Int. J. Comp. Intell. Res., vol. 4, no. 2, pp. 105-116, 2008.
18. K. E. Parsopoulos and M. N. Vrahatis, "Particle swarm optimization method in multiobjective problems," in Proc. 2002 ACM Symp. Applied Computing, Madrid, Spain, 2002, pp. 603-607.
19. T. Peram, K. Veeramachaneni, and C. K. Mohan, "Fitness-distanceratio based particle swarm optimization," in Proc. 2003 IEEE Swarm Intelligence Symp., 2003, pp. 174-181.
20. IEEE Reliability Test System Task Force of the Application of Probability Methods Subcommittee, " IEEE reliability test system," IEEE Trans. Power App. Syst., vol. PAS-98, pp. 2047-2054, Nov./Dec. 1979.
21. A. M. L. da Silva, A. C. G. Melo, and S. H. F. Cunha, "Frequency and duration method for reliability evaluation of large-scale hydrothermal generating systems," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 138, no. 1, pp. 94-102, Jan.4p 1991.
22. The IEEE Reliability Test System 1996 - A report prepared by the Reliability Task Force of the Application of Probability Methods Subcommittee, " IEEE reliability test system," IEEE Trans. Power Syst., vol. 14, no. 3, pp. 1010-1020, Aug. 1999.