Distribution expansion planning considering reliability and security of energy using modified PSO (Particle Swarm Optimization) algorithm

Energy

Volumn 65, Issue , 2014, Pages 398-411

  Aghaei, Jamshid ^a   Muttaqi, Kashem M ^b   Azizivahed, Ali ^a   Gitizadeh, Mohsen ^a  

^a SHIRAZ UNIVERSITY OF TECHNOLOGY   (Iran)

^b UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

Energy Not Distributed (END); MDEP (Multi stage distribution expansion planning); MPSO (Modified Particle Swarm Optimization); Multiobjective optimization; Short circuit capacity (SCC)

Indexed keywords

CURRENT LIMITING REACTORS; DISTRIBUTED POWER GENERATION; MULTIOBJECTIVE OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO);

DISTRIBUTION FACILITIES; ENERGY-NOT-DISTRIBUTED (END); EXPANSION PLANNING; GLOBAL SEARCHING ABILITY; MODIFIED PARTICLE SWARM OPTIMIZATION; PRE-MATURE CONVERGENCES; SHORT CIRCUIT CAPACITY; VOLTAGE STABILITY INDEX;

ALGORITHMS;

ALGORITHM; COST-BENEFIT ANALYSIS; DEMAND ANALYSIS; ELECTRICAL POWER; ENERGY PLANNING; MULTIOBJECTIVE PROGRAMMING; OPTIMIZATION; SECURITY;

EID: 84892963062     PISSN: 03605442     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.energy.2013.10.082     Document Type: Article

References (47)

1. Boutsika Th, Papathanassiou S, Drossos N. Calculation of the fault level contribution of distributed generation according to IEC Standard 60909. In: Proceedings of CIGRE Symposium Power Systems with Dispersed Generation, Athens, 2005.
2. Boulaxis N.G., Papadopoulos M.P. Optimal feeder routing in distribution system planning using dynamic programming technique and GIS facilities. IEEE Trans Power Deliv 2002, 17(1):242-247.
3. Ponnavaikko M., Prakasa Rao K.S. An approach to optimal distribution system planning through conductor gradation. IEEE Trans Power Appl Syst 1982, 101(6):1735-1742.
4. Aoki K., Nara K., Satoh T., Kitagawa M., Yamanaka K. New approximate optimization method for distribution system planning. IEEE Trans Power Syst 1990, 5(1):113-126.
5. Fawzi T.H., Ali K.F., El-Sobki S.M. A new planning model for distribution systems. IEEE Trans Power Appl Syst 1983, 102(9):3010-3017.
6. Temraz H.K., Salama M.M.A. A planning model for siting, sizing and timing of distribution substations and defining the associated service area. Electr Power Syst Res 2002, 62(2):17-29.
7. Miranda V., Ranito J.V., Proenca L.M. Genetic algorithms in optimal multistage distribution network planning. IEEE Trans Power Syst 1994, 9(4):1927-1933.
8. Vaziri M., Tomsovic K., Bose A. A directed graph formulation of the multistage distribution expansion problem. IEEE Trans Power Deliv 2004, 19(3):1335-1341.
9. Haffner S., Pereira L.F.A., Pereira L.A., Barreto L.S. Multistage model for distribution expansion planning with distributed generation. Part II: problem formulation. IEEE Trans Power Deliv 2008, 23(2):915-923.
10. Haffner S., Pereira L.F.A., Pereira L.A., Barreto L.S. Multistage model for distribution expansion planning with distributed generation. Part II: numerical results. IEEE Trans Power Deliv 2008, 23(2):924-929.
11. El-Kady M.A. Computer-aided planning of distribution substation and primary feeders. IEEE Trans PAS 1984, 103(6):1183-1189.
12. Gonen T., Foote B.L. Mathematical dynamic optimization model for electrical distribution system planning. Elect Power Energy Syst 1982, 4(2):129-136.
13. Miranda V, Proenca LM. A General methodology for distribution planning under uncertainty, including genetic algorithms and fuzzy models in a multicriteria environment. In: Proc Stockholm Power Tech SPT 95.1995, Stockholm, Sweden, p. 832-7.
14. Neiname V. On development planning of electricity distribution networks 2001, Royal Institute of Technology, Stockholm, Sweden, Ph. D. Dissertation.
15. Ganguly S., Sahoo N.C., Das D. Mono- and multiobjective planning of electrical distribution networks using particle swarm optimization. Appl Soft Comput 2011, 11:2391-2405.
16. Niknam T., Taheri S.I., Aghaei J., Tabatabaei S., Nayeripour M. A modified honey bee mating optimization algorithm for multiobjective placement of renewable energy resources. Appl Energy 2011, 88(12):4817-4830.
17. Popovi Z.N., Popovi D.S. Graph theory based formulation of multi-period distribution expansion problems. Electric Power Syst Res 2010, 80(10):1256-1266.
18. Falaghi H., Singh C., Haghifam M.-R., Ramezani M. DG integrated multistage distribution system expansion planning. Int J Electr Power Energy Syst 2011, 33(8):1489-1497.
19. Ouyang W., Cheng H., Zhang X., Yao L. Distribution network planning method considering distributed generation for peak cutting. Energy Convers Manag 2010, 51(12):2394-2401.
20. Soroudi A., Ehsan M. 'A distribution network expansion planning model considering distributed generation options and techno-economical issues. Energy 2010, 35(8):3364-3374.
21. Vidyasagar E., Prasad P.V.N., Fatima A. Reliability improvement of a radial feeder using multiple fault passage indicators. Energy Proc 2012, 14:223-228.
22. Hamedi H., Gandomkar M. A straightforward approach to minimizing unsupplied energy and power loss through DG placement and evaluating power quality in relation to load variations over time. Int J Electr Power Energy Syst 2012, 35(1):93-96.
23. Zhang P., Li W., Wang S. Reliability-oriented distribution network reconfiguration considering uncertainties of data by interval analysis. Int J Electr Power Energy Syst 2012, 34(1):138-144.
24. Boutsika T.N., Papathanassiou S.A. Short-circuit calculations in networks with distributed generation. Electric Power Syst Res 2008, 78(7):1181-1191.
25. Papathanassiou S.A. A technical evaluation framework for the connection of DG to the distribution network. Electric Power Syst Res 2007, 77(1):24-34.
26. Koutroumpezis G.N., Safigianni A.S. Optimum allocation of the maximum possible distributed generation penetration in a distribution network. Electric Power Syst Res 2010, 80(12):1421-1427.
27. Malekpour A.R., Niknam T., Pahwa A., Kavousifard A. Multi-objective stochastic distribution feeder reconfiguration in systems with wind power generators and fuel cells using point estimate method. IEEE Trans Power Syst 2013, 28(2):1483-1492.
28. Niknam T., Kavousifard A., Aghaei J. Scenario-based multi-objective distribution feeder reconfiguration considering wind power using adaptive modified PSO. IET Renew Power Gener 2012, 6(4):236-247.
29. Niknam T., Kavousifard A. Impact of thermal recovery and hydrogen production of fuel cell power plants on distribution feeder reconfiguration. IET Gener Trans Distrib 2012, 6(9):831-843.
30. Niknam T., Kavousifard A. Multi-objective stochastic distribution feeder reconfiguration problem considering hydrogen and thermal energy production by PEM fuel cell power plant. Energy 2012, 42(1):563-573.
31. Niknam T., Azad farsani E., Jabbari M. A new hybrid evolutionary algorithm based on new fuzzy adaptive PSO and NM algorithms for distribution feeder reconfiguration. Energy Convers Manag 2012, 54(1):7-16.
32. Niknam T. An efficient multi-objective HBMO algorithm for distribution feeder reconfiguration. Expert Syst Appl 2011, 38(3):2878-2887.
33. Billinton R., Allan R.N. Reliability evaluation of power systems 1996, New York and London, Reference to a chapter in an edited book. 2th ed.
34. Khalesi N., Rezaei N., Haghifam M.R. DG allocation with application of dynamic programming for loss reduction and reliability improvement. Int J Electr Power Energy Syst 2011, 33(2):288-295.
35. Deng G. Research on voltage stability of power system based on shortcircuit capacity 2009, Ph.D. dissertation, Wuhan Univ.
36. Deng G., Sun Y., Xu J. A new index of voltage stability considering distribution network. IEEE Asia conf., pacific power and energy engine 2009, 1-4.
37. Taylor C.W. Power system voltage stability 1994, McGraw-HillEducation, New York.
38. Huang L., Xu J., Sun Y., Cui T., Dai F. Online monitoring of wide-area voltage stability based on short circuit capacity. IEEE Asia Conf Pac Power Energy Engine 2011, 1-5.
39. Abdelaziz A.Y., Mohammed F.M., Mekhamer S.F., Badr M.A.L. Distribution systems reconfiguration using a modified particle swarm optimization algorithm. Electr Power Syst Res 2001, 79(11):1521-1530.
40. Kennedy J, Eberhart R. Particle swarm optimization. In: IEEE international conference on neural networks, Piscataway, 1995, NJ, 4, p. 1942-8.
41. Wong K.P., Dong Z.Y. Differential evolution, an alternative approach to evolutionary algorithm. Proceedings of the 13th international conference on intelligent systems application to power systems 2005, 73-83.
42. Niknam T., Narimani M.R., Jabbari M., Malekpour A.R. A modified shuffle frog leaping algorithm for multiobjective optimal power flow. Energy 2011, 36(11):6420-6432.
43. Tan C.H., Goh C.K., Tan K.C., Tay A A cooperative co evolutionary algorithm for multiobjective particle swarm optimization. IEEE Congr Evolut Comput 2007, 25(28):3180-3186.
44. Chen T.H., Chen M.S., Hwang K.J., Kotas P., Chebli E.A. Distribution system power flow analysis - a rigid approach. IEEE Trans Power Deliv 1991, 6(3):1146-1152.
45. Schott J.R. Fault tolerant design using single and multicriteria genetic algorithms optimization 1995, Master's thesis, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, MA.
46. Van Veldhuizen D.A., Lamont G.B. Multiobjective evolutionary algorithm research: a history and analysis 1998, Technical report TR-98-03, Dept. Elec. Comput. Eng., Graduate School of Eng., Air Force Inst. Technol, Wright-Patterson AFB, OH, USA.
47. Baran M.E., Wu F.F. Network reconfiguration in distribution systems for loss reduction and load balancing. IEEE Trans Power Deliv 1989, 4(2):1401-1407.