An improved multi-objective harmony search for optimal placement of DGs in distribution systems

IEEE Transactions on Smart Grid

Volumn 4, Issue 1, 2013, Pages 557-567

  Nekooei, Komail ^a   Farsangi, Malihe M ^a   Nezamabadi Pour, Hossein ^a   Lee, Kwang Y ^b  

^a SHAHID BAHONAR UNIVERSITY OF KERMAN   (Iran)

^b Baylor University   (United States)

Author keywords

Distributed generation; harmony search algorithm; multi objective optimization

Indexed keywords

DISTRIBUTED GENERATOR (DGS); DISTRIBUTION SYSTEMS; HARMONY SEARCH ALGORITHMS; MULTIPLE OBJECTIVE PLANNING; NON DOMINATED SORTING GENETIC ALGORITHM II (NSGA II); OBJECTIVE FUNCTIONS; OPTIMAL DEVELOPMENT; RADIAL DISTRIBUTION SYSTEMS;

ALGORITHMS; DISTRIBUTED POWER GENERATION; MULTIOBJECTIVE OPTIMIZATION;

LOCAL AREA NETWORKS;

EID: 84875010931     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2012.2237420     Document Type: Article

References (53)

1. A. Thomas, A. Göran, and S. Lennart, "Distributed generation: A definition," Electric Power Syst. Res., vol. 57, no. 3, pp. 195-204, 2001
2. W. El-Khattam and M. M. A. Salama, "Distributed generation technologies, definitions and benefits," Electric Power Syst. Res., vol. 71, pp. 119-128, 2004
3. S. R. A. Rahim, T. K. A. Rahman, I. Musirin, M. H. Hussain, M. H. Sulaiman, O. Aliman, and Z. M. Isa, "Implementation of DG for loss minimization and voltage profile in distribution system," in IEEE Int. Conf. Power Eng. Optim., 2010, pp. 490-494
4. K.-H. Kim, Y.-J. Lee, S.-B. Rhee, S.-K. Lee, and S.-K. You, "Dispersed generator placement using fuzzy-GA in distribution systems," in Proc. IEEE Power Eng. Soc. Summer Meet., Jul. 2002, pp. 1148-1153
5. J. O. Kim, S. W. Nam, S. K. Park, and C. Singh, "Dispersed generation planning using improved Hereford ranch algorithm," Electric Power Syst. Res., vol. 47, no. 1, pp. 47-55, Oct. 1998 (Pubitemid 128419519)
6. G. Celli, E. Ghaiani, S. Mocci, and F. Pilo, "A multiobjective evolutionary algorithm for the sizing and sitting of distributed generation," IEEE Trans. Power Syst., vol. 20, pp. 750-757, 2005 (Pubitemid 40699704)
7. M.-R. Haghifam, H. Falaghi, and O. P. Malik, "Risk-based distributed generation placement," IET Gener., Transm., Distrib., vol. 2, no. 2, pp. 252-260, Mar. 2008 (Pubitemid 351263613)
8. A. Keane and M. O'Malley, "Optimal allocation of embedded generation on distribution networks," IEEE Trans. Power Syst., vol. 20, pp. 1640-1646, 2005 (Pubitemid 41300979)
9. M. R. AlRashidi andM. F. AlHajri, "Optimal planning of multiple distributed generation sources in distribution networks: A new approach," Energy Convers. Manage., vol. 52, no. 11, pp. 3301-3308, Oct. 2011
10. C. Wang and M. H. Nehrir, "Analytical approaches for optimal placement of distributed generation sources in power systems," IEEE Trans. Power Syst., vol. 19, pp. 2068-2076, 2004
11. K. Nara, Y. Hayashi,K. Ikeda, and T.Ashizawa, "Application of tabu search to optimal placement of distributed generators," in Proc. IEEE Power Eng. Soc. Winter Meet., 2001, pp. 918-923
12. T. Gozel and M. H. Hocaoglu, "An analytical method for the sizing and sitting of distributed generators in radial systems," Electric Power Syst. Res., vol. 79, pp. 912-918, 2009
13. D. T. Le, M. A. Kashem, M. Negnevitsky, and G. Ledwich, "Optimal distributed generation parameters for reducing losses with economic consideration," in Proc. IEEE Gen. Meet. Power Eng. Soc., 2007, pp. 1-8
14. M. Gandomkar,M. Vakilian, and M. Ehsan, "A combination of genetic algorithm and simulated annealing for optimal DG allocation in distribution networks," in Proc. Can. Conf. Electr. Comput. Eng., 2005, pp. 645-648 (Pubitemid 44801703)
15. G. Celli and F. Pillo, "Optimal distributed generation allocation inMV distribution networks," in Proc. IEEE Int. Conf. Power Eng. Soc., 2001, pp. 81-86 (Pubitemid 32636867)
16. G. Carpinelli, G. Celli, and S.Mocci, "Optimization of embedded generation sizing and sitting by using a double trade-off method," IEE Proc. Gener., Transm., Distrib., vol. 152, no. 4, pp. 503-513, 2005 (Pubitemid 41092647)
17. B. C. Edwin, "Utilizing fuzzy optimization for distributed generation allocation," in Proc. IEEE Region 10 Conf., TENCON, 2007, pp. 1-4
18. N. S. Rau and Y.-H. Wan, "Optimum location of resources in distributed planning," IEEE Trans. Power Syst., vol. 9, no. 4, pp. 2014-2020, 1994
19. S. Ghosh, S. P. Ghoshal, and S. Ghosh, "Optimal sizing and placement of distributed generation in a network system," Electr. Power Energy Syst., vol. 32, pp. 849-856, 2010
20. M. S. Rios and S. M. Rubio, "Sequential optimization for sitting and sizing distributed generation (DG) in medium voltage (MV) distribution networks," in Proc. IEEE Conf. Power Tech., 2007, pp. 2213-2218
21. S. Porkar, P. Poure, A. Abbaspour-Tehrani-Fard, and S. Saadate, "A novel optimal distribution system planning framework implementing distributed generation in a deregulated electricity market," Electr. Power Syst. Res., vol. 60, pp. 828-837, 2010
22. N. Khalesi, N. Rezaei, andM.-R.Haghifam, "DGallocation with application of dynamic programming for loss reduction and reliability improvement," Electr. Power Energy Syst., vol. 33, pp. 288-295, 2011
23. M. H. Moradi and M. Abedinie, "A combination of genetic algorithm and particle swarm optimization for optimal DG location and sizing in distribution systems," in Proc. Int. Power Energy Conf., Oct. 2010, pp. 858-862
24. M. Sedighizadeh, M. Fallahnejad, M. R. Alemi, M. Omidvaran, and D. Arzaghi-Haris, "Optimal placement of distributed generation using combination of PSO and clonal algorithm," in Proc. IEEE Int. Conf. Power Energy, 2010, pp. 1-6
25. M. Sedighi,A. Igderi, A. Dankoob, and S.M.Abedi, "Sitting and sizing of DG in distribution network to improve of several parameters by PSO algorithm," in Proc. IEEE Int. Conf. Mech. Elec. Tech., 2010, pp. 533-538
26. D. Singh and K. S. Verma, "Multiobjective optimization for DG planning with load models," IEEE Trans. Power Syst., vol. 24, no. 1, pp. 427-436, Feb. 2009
27. C. Yammani, N. Siripurapu, S. Maheswarapu, M. Sydulu, and K. Sailaja, "Optimal placement of the DER in distribution systems using shuffled frog leap algorithm," in Proc. Recent Adv. Intell. Comput. Syst., 2011, pp. 62-76
28. A. Saffar, R. Hooshmand, and A. Khodabakhshian, "A new fuzzy optimal reconfiguration of distribution systems for loss reduction and load balancing using ant colony search-based algorithm," Appl. Soft Comput., vol. 11, pp. 4021-4028, 2011
29. A. M. El-Zonkoly, "Optimal placement of multi-distributed generation units including different load models using particle swarm optimization," Swarm Evol. Comput., vol. 1, pp. 50-59, 2011
30. R. K. Singh and S. K. Goswami, "Optimum allocation of distributed generations based on nodal pricing for profit, loss reduction, and voltage improvement including voltage rise issue," Electr. Power Energy Syst., vol. 32, pp. 637-644, 2010
31. A. Parizad, A. H. Khazali, and M. Kalantar, "Sitting and sizing of distriburion generation through harmony search algorithm for improved voltage profile and reducuction of THDand losses," in Proc. IEEE Can. Conf. Elect. Comp. Eng., 2010, pp. 1-7
32. A. Zangeneh, S. Jadid, and A. Rahimi-Kian, "A fuzzy environmentaltechnical- economic model for distributed generation planning," Energy J., vol. 36, pp. 3437-3445, 2011
33. A. Zangeneh and S. Jadid, "Normal boundary intersection for generating Pareto set in distributed generation planning," in Proc. Power Eng. Conf., 2007, pp. 773-778
34. R. S. Maciel and A. Padilha-Feltrin, "Distributed generation impact evaluation using a multi-objective Tabu search," in Proc. Intell. Syst. Appl. Power Syst. (ISAP), 2009, pp. 1-5
35. G. A. A. Brigatto, C. C. B. Carmargo, and E. T. Sica, "Multiobjective optimization of distributed generation portfolio insertion strategies," in Proc. Transm. Distrib. Conf. Expo., 2010, pp. 622-628
36. N. Jain, S. N. Singh, and S. C. Srivastava, "Planning and impact evaluation of distributed generators in Indian context using multi-objective particle swarm optimization," in Proc. PES Gen. Meet., 2011, pp. 1-8
37. M. Ahmadi, A. Yousefi, A. Soroudi, and M. Ehsan, "Multiobjective distributed generation planning using NSGA-II," in Proc. Power Electron. Motion Control Conf., 2008, pp. 1847-1851
38. S. Sivasubramani and K. S. Swarup, "Environmental/economic dispatch using multi-objective harmony search algorithm," Elec. Power Syst. Res., vol. 81, pp. 1778-1785, 2011
39. B. Huang, B. Buckley, and T.-M. Kechadi, "Multi-objective feature selection by using NSGA-II for customer churn prediction in telecommunications, " Expert Syst. With Appl., vol. 37, pp. 3638-3646, 2010
40. K. Deb, A. Samir, P. Amrit, and T. Meyarivan, "A fast elitist nondominated sorting genetic algorithm for multi-objective optimization: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 103-112, 2002
41. Z. W. Geem, J. H. Kim, and G. V. Loganathan, "A new heuristic optimization algorithm: Harmony search," Simulation, vol. 76, no. 2, pp. 60-68, Feb. 2001 (Pubitemid 32543074)
42. K. S. Lee and Z. W. Geem, "A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice," Comput. Methods Appl. Mech. Eng., vol. 194, no. 36-38, pp. 3902-3933, Sep. 2005 (Pubitemid 40815237)
43. M. Mahdavi, M. Fesanghary, and E. Damangir, "An improved harmony search algorithm for solving optimization problems," Appl. Math. Comput., vol. 188, no. 2, pp. 1567-1579, May 2007 (Pubitemid 46710046)
44. D. Zou, L. Gao, J.Wu, S. Li, andY. Li, "A novel global harmony search algorithm for reliability problems," Comput. Ind. Eng., vol. 28, no. 2, pp. 307-316, Mar. 2010
45. K. Nekooei, M. M. Farsangi, and H. Nezamabadi-Pour, "An improved harmony search approach to economic dispatch," Tech. Phys. Probl. Eng., vol. 3, no. 3, pp. 25-31, Sep. 2011
46. E. Zitzler, K. Deb, and L. Thiele, "Comparison of multiobjective evolutionary algorithms: Empirical results," Evol. Comput., vol. 8, no. 2, pp. 173-195, 2000
47. H. Moslemi a and M. Zandieh, "Comparisons of some improving strategies on MOPSO for multi-objective (r, Q) inventory system," Expert Syst. With Appl., vol. 38, pp. 12051-12057, 2011
48. R. Tavakkoli-Moghaddam, M. Azarkish, and A. Sadeghnejad-Barkousaraie, "A new hybrid multi-objective Pareto archive PSO algorithm for a bi-objective job shop scheduling problem," Expert Syst. With Appl., vol. 38, pp. 10812-10821, 2011
49. C. A. Coello Coello and M. R. Sierra, "A coevolutionary multi-objective evolutionary algorithm," in Proc. IEEE Congr. Evol. Comput., 2003, vol. 1, pp. 482-489
50. A. R. Rahimi-Vahed and S. M. Mirghorbani, "A multi-objective particle swarm for a flow shop scheduling problem," Springer Sci. Business Media, vol. 13, pp. 79-102, 2007 (Pubitemid 44771158)
51. J. Derrac, S. García, D. Molina, and F. Herrera, "A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms," Swarm Evol. Comput., vol. 1, pp. 3-18, 2011
52. R. Harun, J. Hadi, N. S.Mhazir, P. J. Chyang, I. Rose, R. A.Manap, F. M. Anshar, N. A. Tajuddin, A. B. Li, and A. R. A. Jamal, "Gene expression profiles predict survival of patients with advanced non-small cell lung cancers," in Proc. IEEE Int. Conf. Model., Simul., Appl. Optim., 2011, pp. 1-4
53. S. Yugang and X. Weijuan, "Optimization model of traffic accident black-spots formation mechanism," in Proc. Int. Conf. Optoelectron. Image Process., 2010, pp. 80-82.