Reconfiguration of Deregulated Distribution Network for Minimizing Energy Supply Cost by using Multi-Objective BGA
In this paper, the problem of finding the optimal
topological configuration of a deregulated distribution network is
considered. The new features of this paper are proposing a multiobjective
function and its application on deregulated distribution
networks for finding the optimal configuration. The multi-objective
function will be defined for minimizing total Energy Supply Costs
(ESC) and energy losses subject to load flow constraints. The
optimal configuration will be obtained by using Binary Genetic
Algorithm (BGA).The proposed method has been tested to analyze a
sample and a practical distribution networks.
[1] M. Arias-Albornoz; H. Sanhueza-Hardy; "Distribution network
configuration for minimum energy supply cost," IEEE Trans. on Power
System, vol. 19, pp. 538-542, 2004.
[2] S. Civanlar, J. J. Grainger, H. Yin, S. S. H. Lee, "Distribution feeder
reconfiguration for loss reduction," IEEE Trans. on Power Delivery, vol.
3, pp. 1217-1223, 1988.
[3] E. Carpaneto, G. Chicco, "Ant-colony search-based minimum losses
reconfiguration of distribution systems," in Proceedings of the 12th
IEEE Mediterranean, MELECON, 2004, pp. 971-974.
[4] Y. Hong; S. Ho; "Genetic algorithm based network reconfiguration for
loss minimization in distribution systems," in Power Engineering
Society General Meeting, USA, 2003, pp. 13-17.
[5] D. Shirmohamadi, "Service restoration in distribution network via
network reconfiguration," IEEE Trans. on Power Delivery, vol. 7, pp.
952-958, 1992.
[6] K. N. Miu, H. D. Chiang and R. J. McNulty, Multi-Tier, "Service
restoration through network reconfiguration and capacitor control for
large scale radial distribution networks," IEEE Trans. on Power System,
vol. 15, pp. 1001-1007, 2000.
[7] Y. Bin; W. Xiu-li; B. Zhao-hong; W. Xi-fan; "Distribution network
reconfiguration for reliability worth enhancement, International
Conference on Power System Technology," in Conf. PowerCon, 2002,
pp. 2547-2550.
[8] R.F. Chang, C.N. Lu; "Feeder reconfiguration for load factor
improvement," in Power Engineering Society Winter Meeting, 2002, pp.
980 - 984.
[9] Yu-Lung Ke; Chao-Shun Chen; Meei-Song Kang; Jaw-Shyang Wu;
Tsung-En Lee; Power distribution system switching operation
scheduling for load balancing by using colored Petri nets, IEEE
Transactions on Power Systems, 19 (2004) 629-635.
[10] K. Nara, A. Shiose, M. Kitagawoa, T. Ishihara, "Implementation of
genetic algorithm for distribution systems loss minimum
reconfiguration," IEEE Trans. on Power Systems, vol. 7 , pp. 1044-
1051, 1992.
[11] W.M. Lin, F.S. Cheng, M.T. Tsay, "Distribution feeder reconfiguration
with refined genetic algorithm," IEE Proc. Gen. Transmission and
Distribution, vol. 147, pp. 349-354, 2000.
[12] S.K. Goswami, S.K. Basu, "A new algorithm for the reconfiguration of
distribution feeders for loss minimization," IEEE Trans. on Power
Delivery, vol. 7, pp. 1484-1491, 1992.
[13] D. Shirmohammadi, H.W. Hong, "Reconfiguration of electric
distribution networks for resistive line loss reduction," IEEE Trans. on
Power Deliver, vol. 4, pp. 1492-1498, 1989.
[14] T.P. Wagner, A.Y. Chikhani, R. Hackam, "Feeder reconfiguration for
loss reduction: an application of distribution automation," IEEE Trans.
on Power Delivery, vol. 6, pp. 1922-1931, 1991.
[15] H.C. Cheng, C.C. Kou, "Network reconfiguration in distribution systems
using simulated annealing," Electric Power System Research, vol. 29,
pp. 227-238, 1991.
[16] H.D. Chiang, J.J. Rene, "Optimal network reconfiguration in distribution
systems. Part 1. a new formulation and a solution methodology," IEEE
Trans. on Power Delivery, vol. 5, pp. 1902-1908, 1990.
[17] H.D. Chiang, J.J. Rene, "Optimal network reconfiguration in distribution
systems. Part 2. Solution algorithms and numerical results," IEEE Trans.
on Power Delivery, vol. 5, pp. 1568-1574, 1992.
[18] M. Shahidehpour, H. Yamin, Z. Li, Market operation in electric power
systems, Market Overview in Electric Power Systems, John Wiley &
Sons, Inc.2002
[19] J. Z. Zhu, ÔÇÿOptimal reconfiguration of electrical distribution network
using the refined genetic algorithm," Electric Power Systems Research,
vol. 62, pp. 371-386, 2002.
[20] B. P. Liu Jain, Z. Wenyuang, "Convergence of branch current based
distribution power flow method," Journal of Xi'an Jiaotong University,
vol. 35, pp. 343-346, 2001.
[1] M. Arias-Albornoz; H. Sanhueza-Hardy; "Distribution network
configuration for minimum energy supply cost," IEEE Trans. on Power
System, vol. 19, pp. 538-542, 2004.
[2] S. Civanlar, J. J. Grainger, H. Yin, S. S. H. Lee, "Distribution feeder
reconfiguration for loss reduction," IEEE Trans. on Power Delivery, vol.
3, pp. 1217-1223, 1988.
[3] E. Carpaneto, G. Chicco, "Ant-colony search-based minimum losses
reconfiguration of distribution systems," in Proceedings of the 12th
IEEE Mediterranean, MELECON, 2004, pp. 971-974.
[4] Y. Hong; S. Ho; "Genetic algorithm based network reconfiguration for
loss minimization in distribution systems," in Power Engineering
Society General Meeting, USA, 2003, pp. 13-17.
[5] D. Shirmohamadi, "Service restoration in distribution network via
network reconfiguration," IEEE Trans. on Power Delivery, vol. 7, pp.
952-958, 1992.
[6] K. N. Miu, H. D. Chiang and R. J. McNulty, Multi-Tier, "Service
restoration through network reconfiguration and capacitor control for
large scale radial distribution networks," IEEE Trans. on Power System,
vol. 15, pp. 1001-1007, 2000.
[7] Y. Bin; W. Xiu-li; B. Zhao-hong; W. Xi-fan; "Distribution network
reconfiguration for reliability worth enhancement, International
Conference on Power System Technology," in Conf. PowerCon, 2002,
pp. 2547-2550.
[8] R.F. Chang, C.N. Lu; "Feeder reconfiguration for load factor
improvement," in Power Engineering Society Winter Meeting, 2002, pp.
980 - 984.
[9] Yu-Lung Ke; Chao-Shun Chen; Meei-Song Kang; Jaw-Shyang Wu;
Tsung-En Lee; Power distribution system switching operation
scheduling for load balancing by using colored Petri nets, IEEE
Transactions on Power Systems, 19 (2004) 629-635.
[10] K. Nara, A. Shiose, M. Kitagawoa, T. Ishihara, "Implementation of
genetic algorithm for distribution systems loss minimum
reconfiguration," IEEE Trans. on Power Systems, vol. 7 , pp. 1044-
1051, 1992.
[11] W.M. Lin, F.S. Cheng, M.T. Tsay, "Distribution feeder reconfiguration
with refined genetic algorithm," IEE Proc. Gen. Transmission and
Distribution, vol. 147, pp. 349-354, 2000.
[12] S.K. Goswami, S.K. Basu, "A new algorithm for the reconfiguration of
distribution feeders for loss minimization," IEEE Trans. on Power
Delivery, vol. 7, pp. 1484-1491, 1992.
[13] D. Shirmohammadi, H.W. Hong, "Reconfiguration of electric
distribution networks for resistive line loss reduction," IEEE Trans. on
Power Deliver, vol. 4, pp. 1492-1498, 1989.
[14] T.P. Wagner, A.Y. Chikhani, R. Hackam, "Feeder reconfiguration for
loss reduction: an application of distribution automation," IEEE Trans.
on Power Delivery, vol. 6, pp. 1922-1931, 1991.
[15] H.C. Cheng, C.C. Kou, "Network reconfiguration in distribution systems
using simulated annealing," Electric Power System Research, vol. 29,
pp. 227-238, 1991.
[16] H.D. Chiang, J.J. Rene, "Optimal network reconfiguration in distribution
systems. Part 1. a new formulation and a solution methodology," IEEE
Trans. on Power Delivery, vol. 5, pp. 1902-1908, 1990.
[17] H.D. Chiang, J.J. Rene, "Optimal network reconfiguration in distribution
systems. Part 2. Solution algorithms and numerical results," IEEE Trans.
on Power Delivery, vol. 5, pp. 1568-1574, 1992.
[18] M. Shahidehpour, H. Yamin, Z. Li, Market operation in electric power
systems, Market Overview in Electric Power Systems, John Wiley &
Sons, Inc.2002
[19] J. Z. Zhu, ÔÇÿOptimal reconfiguration of electrical distribution network
using the refined genetic algorithm," Electric Power Systems Research,
vol. 62, pp. 371-386, 2002.
[20] B. P. Liu Jain, Z. Wenyuang, "Convergence of branch current based
distribution power flow method," Journal of Xi'an Jiaotong University,
vol. 35, pp. 343-346, 2001.
@article{"International Journal of Electrical, Electronic and Communication Sciences:61431", author = "H. Kazemi Karegar and S. Jalilzadeh and V. Nabaei and A. Shabani", title = "Reconfiguration of Deregulated Distribution Network for Minimizing Energy Supply Cost by using Multi-Objective BGA", abstract = "In this paper, the problem of finding the optimal
topological configuration of a deregulated distribution network is
considered. The new features of this paper are proposing a multiobjective
function and its application on deregulated distribution
networks for finding the optimal configuration. The multi-objective
function will be defined for minimizing total Energy Supply Costs
(ESC) and energy losses subject to load flow constraints. The
optimal configuration will be obtained by using Binary Genetic
Algorithm (BGA).The proposed method has been tested to analyze a
sample and a practical distribution networks.", keywords = "Binary Genetic Algorithm, Deregulated
Distribution Network, Minimizing Cost, Reconfiguration.", volume = "2", number = "9", pages = "2030-7", }