Dynamic sub-transmission substation expansion planning using learning automata

Electric Power Systems Research

Volumn 96, Issue , 2013, Pages 255-266

  Mazhari, Seyed Mahdi ^a   Monsef, Hassan ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Distribution system planning (DSP); Learning automata (LA); Power system optimization; Sub transmission substation expansion planning (SSEP)

Indexed keywords

COST INDEXES; DISTRIBUTION SYSTEM PLANNING; EFFECTIVE TOOL; EXPANSION PLANNING; LARGE-SCALE DISTRIBUTION; LEARNING AUTOMATA; NUMERICAL RESULTS; OPTIMIZATION PROCESS; PLANNING MODELS; POWER FLOWS; POWER SYSTEM OPTIMIZATION; PROPER SOLUTIONS; THERMAL LIMITS; VOLTAGE DROP;

ALGORITHMS; ELECTRIC POWER DISTRIBUTION; ELECTRIC POWER TRANSMISSION;

AUTOMATA THEORY;

EID: 84871726435     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2012.11.011     Document Type: Article

References (45)

1. T. Gonen Electric Power Distribution System Engineering 1986 McGraw-Hill
2. M. Blanchard, L. Delorme, C. Simard, and Y. Nadeau Experience with optimization software for distribution system planning IEEE Transactions on Power Systems 11 4 1996 1891 1898 (Pubitemid 126781361)
3. S. Najafi, S.H. Hosseinian, M. Abedi, A. Vahidnia, and S. Abachezadeh A framework for optimal planning in large distribution networks IEEE Transactions on Power Systems 24 2 2009 1019 1028
4. S.K. Khator, and L.C. Leung Power distribution planning: a review of models and issues IEEE Transactions on Power Systems 12 3 1997 1151 1158
5. D. Hongwei, Y. Yixin, H. Chunhua, W. Chengshan, and G. Shaoyun Optimal planning of distribution substation locations and sizes - model and algorithm Electrical Power and Energy Systems 18 2 1996 343 357
6. H.L. Willis Power Distribution Planning Reference Book 2nd ed. 2004 Marcel Dekker New York
7. I. Ziari, G.L. wich, and A. Ghosh Optimal integrated planning of MV-LV distribution systems using DPSO Electric Power Systems Research 81 10 2011 1905 1914
8. I.J. Ramirez-Rosado, and T. Gonen Pseudodynamic planning for expansion of power distribution systems IEEE Transactions on Power Systems 6 1 1991 245 254
9. E. Míguez, J. Cidrás, E. Díaz-Dorado, and J.L. García-Dornelas An improved branch-exchange algorithm for large scale distribution network planning IEEE Transactions on Power Systems 17 4 2002 931 934
10. I.F. Gómez, H.M. Khodr, P.M. De Oliveira, L. Ocque, J.M. Yusta, R. Villasana, and A.J. Urdaneta Ant colony system algorithm for the planning of primary distribution circuits IEEE Transactions on Power Systems 19 2 2004 996 1004
11. J.M. Nahman, and D.M. Peric Optimal planning of radial distribution networks by simulated annealing technique IEEE Transactions on Power Systems 23 2 2008 790 795 (Pubitemid 351695860)
12. M. Lavorato, M.J. Rider, A.V. Garcia, and R. Romero A constructive heuristic algorithm for distribution system planning IEEE Transactions on Power Systems 25 3 2010 1734 1742
13. S.M. Mazhari, and H. Falaghi A new approach for distribution substation placement Proceedings of IEEE PES General Meeting Detroit 2011
14. M. Vaziri, K. Tomsovic, and A. Bose A directed graph formulation of the multistage distribution expansion problem IEEE Transactions on Power Delivery 19 3 2004 1335 1341
15. M. Vaziri, K. Tomsovic, and A. Bose Numerical analyses of a directed graph formulation of the multistage distribution expansion problem IEEE Transactions on Power Delivery 19 3 2004 1348 1354
16. Z.N. Popovic, and D.S. Popovic Graph theory based formulation of multi-period distribution expansion problems Electric Power Systems Research 80 10 2010 1256 1266
17. M.-R. Haghifam, and M. Shahabi Optimal location and sizing of HV/MV substations in uncertainty load environment using genetic algorithm Electric Power Systems Research 63 2002 37 50 (Pubitemid 34862974)
18. M.H. Sepasian, H. Seifi, A.A. Foroud, S.H. Hosseini, and E.M. Kabir A new approach for substation expansion planning IEEE Transactions on Power Systems 21 2 2006 997 1004
19. H.K. Temraz, and M.M.A. Salama A planning model for sitting, sizing and timing of distribution substations and defining the associated service area Electric Power Systems Research 62 2002 145 151 (Pubitemid 34716045)
20. T.H.M. El-Fouly, H.H. Zeineldin, E.F. El-Saadany, and M.M.A. Salama A new optimization model for distribution substation sitting, sizing, and timing Electric Power Systems Research 30 2008 308 315
21. H.M. Khodr, J.A. Melian, A.J. Quiroz, D.C. Picado, J.M. Yusta, and A.J. Urdaneta A probabilistic methodology for distribution substation location IEEE Transactions on Power Systems 18 1 2003 388 393
22. D.S. Kirschen, and G. Strbac Fundamentals of Power System Economics 2004 John Wiley & Sons
23. M. Lavorato, J.F. Franco, M.J. Rider, and R. Romero Imposing radiality constraints in distribution system optimization problems IEEE Transactions on Power Systems 27 1 2012 172 180
24. X.L. Mazur, R.W. Allen, and D.R. Swatek Specifying transformer winter and summer peak-load limits IEEE Transactions on Power Delivery 20 1 2005 185 190 (Pubitemid 40152049)
25. P.M. Anderson, B.L. Agrawal, and J.E. Van Ness Subsynchronous Resonance in Power Systems 1999 John Wiley & Sons
26. A.A. Chowdhury, L. Bertling, and D.E. Custer Determining distribution substation transformer optimal loadings using a reliability cost-benefit approach 9th International Conference on Probabilistic Methods Applied to Power Systems 2006 1 7
27. H. Mokhtari, S. Hasani, and M. Masoudi Power quality survey in a distribution system, standard procedures and limitations Proceedings of International Conference on Renewable Energies and Power Quality Santiago 2012
28. F.G. Montoya, R.l. Banos, C. Gil, A. Espinc, A. Alcayde, and J. Gomez Minimization of voltage deviation and power losses in power networks using Pareto optimization methods Engineering Applications of Artificial Intelligence 23 2010 695 703
29. M.S. Kandil, S.M. El-Debeiky, and N.E. Hasanien long-term load forecasting for fast developing utility using a knowledge-based expert system IEEE Transactions on Power Systems 17 2 2002 491 496 (Pubitemid 34741716)
30. S. Ganguly, N.C. Sahoo, and D. Das Mono- and multi-objective planning of electrical distribution networks using particle swarm optimization Applied Soft Computing 11 2011 2391 2405
31. H. Falaghi, C. Singh, M.-R. Haghifam, and M. Ramezani DG integrated multistage distribution system expansion planning Electrical Power and Energy Systems 33 2011 1489 1497
32. K.S. Narendra, and M.A.L. Thathachar Learning Automata: An Introduction 1989 Prentice Hall New York
33. O.-C. Granmoa, and B.J. Oommen Solving stochastic nonlinear resource allocation problems using a hierarchy of twofold resource allocation automata IEEE Transactions on Computers 59 4 2010 545 560
34. J.A. Torkestani, and M.R. Meybodi A cellular learning automata-based algorithm for solving the vertex coloring problem Expert Systems with Applications 38 2011 9237 9247
35. N. Bouhmala, and O.C. Granmo Combining finite learning automata with GSAT for the satisfiability problem Engineering Applications of Artificial Intelligence 23 2010 715 726
36. B. Masoumi, and M.R. Meybodi Speeding up learning automata based multi agent systems using the concepts of stigmergy and entropy Expert Systems with Applications 38 2011 8105 8118
37. J.A. Torkestani, and M.R. Meybodi A learning automata-based heuristic algorithm for solving the minimum spanning tree problem in stochastic graphs The Journal of Supercomputing 59 2 2012 1035 1054
38. T.P. Imthias Ahamed, P.S. Nagendra Rao, and P.S. Sastry A reinforcement learning approach to automatic generation control Electric Power Systems Research 63 1 2002 9 26 (Pubitemid 34862972)
39. B.J. Oommen, and D.C.Y. Ma Deterministic learning automata solutions to the equipartitioning problem IEEE Transactions on Computers 37 1 1988 2 13 (Pubitemid 18595989)
40. M.R. Meybodi, and H. Beigy Solving stochastic shortest path problem using Monte Carlo sampling method: a distributed learning automata approach Proceedings of the Sixth International Conference on Neural Networks Soft Computing 2003 626 632
41. B.J. Oommen Recent advances in Learning Automata systems 2nd International Conference on Computer Engineering and Technology 2001 724 735
42. S. Lakshmivarahan, and M.A.L. Thathachar Bounds on the convergence probabilities of Learning Automata IEEE Transactions on Systems, Man and Cybernetics SMC-6 1976 756 763
43. B.J. Oommen, and M. Agache Continuous and discretized pursuit learning schemes: various algorithms and their comparison IEEE Transactions on Systems, Man and Cybernetics 31 3 2001 277 287 (Pubitemid 32676833)
44. O.-C. Granmoa, and B.J. Oommen Learning automata-based solutions to the optimal web polling problem modeled as a nonlinear fractional knapsack problem Engineering Applications of Artificial Intelligence 24 7 2011 1238 1251
45. M.S. Kandil, S.M. El-Debeiky, and N.E. Hasanien Long-term load forecasting for fast developing utility using a knowledge-based expert system IEEE Transactions on Power Systems 17 2 2002 491 496 (Pubitemid 34741716)