Enhanced Genetic Algorithm Approach for Security Constrained Optimal Power Flow Including FACTS Devices
This paper presents a genetic algorithm based
approach for solving security constrained optimal power flow
problem (SCOPF) including FACTS devices. The optimal location of
FACTS devices are identified using an index called overload index
and the optimal values are obtained using an enhanced genetic
algorithm. The optimal allocation by the proposed method optimizes
the investment, taking into account its effects on security in terms of
the alleviation of line overloads. The proposed approach has been
tested on IEEE-30 bus system to show the effectiveness of the
proposed algorithm for solving the SCOPF problem.
[1] Yunqiang lu, and AliAbur, "Static security enhancement via optimal
utilization of thyristor controlled series capacitors", IEEE Transactions
on power Systems, Vol,17 , pp. 324-329, 2002.
[2] O.Alsac,and B. Scott, "Optimal load flow with steady state security",
IEEE Transaction. PAS -1973, pp. 745-751.
[3] A.Monticelli , M .V.F Pereira ,and S. Granville , "Security constrained
optimal power flow with post contingency corrective rescheduling" ,
IEEE Transactions on Power Systems :PWRS-2, No. 1, pp.175-
182.,1987.
[4] K.Y Lee ,Y.M Park , and J.L Oritz, "Fuel -cost optimization for both
real and reactive power dispatches" , IEE Proc; 131C,(3), pp.85-93.
[5] M.K. Mangoli, and K.Y. Lee, "Optimal real and reactive power control
using linear programming" , Electr.Power Syst.Res, Vol.26, pp.1-
10,1993.
[6] G.M. Lima, et al, "Phase shifter placement in large -scale systems via
mixed integer programming" , IEEE Trans., PWRS-18,(3),pp.1029-
1034,2003
[7] A. Kumar,and S.Parida , "Enhancement of power system loadablitiy
with location of FACTS controllers in competitive electricity markets
using MILP" , Proceedings of International Conference on Information
Technology and Power Sector, Kolkata, pp. 515- 523, Jan 2005.
[8] D Goldberg, "Genetic algorithms in search, optimization and machine
learning", Addison-Wesley,1989.
[9] S.R.Paranjothi ,and K.Anburaja, "Optimal power flow using refined
genetic algorithm", Electr.Power Compon.Syst , Vol. 30, 1055-
1063,2002.
[10]D. Devaraj, and B. Yeganarayana, "Genetic algorithm based optimal
power flow for security enhancement", IEE proc-Generation.
Transmission and. Distribution; 152, 6 November 2005.
[11]Folrin Capitanescu, Louis Wehenkel, "A New iterative approach to the
corrective security-Constrained optimal Power flow problem" IEEE
Transactions on power systems;23, pp.1533-1541 , Nov 2008.
[12]G.D. Galiana , et al , "Assessment and control of the impact of FACTS
devices on power system performance" , IEEE Trans on Power
System;11, 4,,pp. 1931-1936, Nov 1996.
[13]P.Somasundaram ,K.Kuppusamy , and Kumudini Devi, "Evolutionary
programming based security constrained optimal power flow", Electric
Power System Research 72, Elsevier ,pp. 137-145 ,2004.
[1] Yunqiang lu, and AliAbur, "Static security enhancement via optimal
utilization of thyristor controlled series capacitors", IEEE Transactions
on power Systems, Vol,17 , pp. 324-329, 2002.
[2] O.Alsac,and B. Scott, "Optimal load flow with steady state security",
IEEE Transaction. PAS -1973, pp. 745-751.
[3] A.Monticelli , M .V.F Pereira ,and S. Granville , "Security constrained
optimal power flow with post contingency corrective rescheduling" ,
IEEE Transactions on Power Systems :PWRS-2, No. 1, pp.175-
182.,1987.
[4] K.Y Lee ,Y.M Park , and J.L Oritz, "Fuel -cost optimization for both
real and reactive power dispatches" , IEE Proc; 131C,(3), pp.85-93.
[5] M.K. Mangoli, and K.Y. Lee, "Optimal real and reactive power control
using linear programming" , Electr.Power Syst.Res, Vol.26, pp.1-
10,1993.
[6] G.M. Lima, et al, "Phase shifter placement in large -scale systems via
mixed integer programming" , IEEE Trans., PWRS-18,(3),pp.1029-
1034,2003
[7] A. Kumar,and S.Parida , "Enhancement of power system loadablitiy
with location of FACTS controllers in competitive electricity markets
using MILP" , Proceedings of International Conference on Information
Technology and Power Sector, Kolkata, pp. 515- 523, Jan 2005.
[8] D Goldberg, "Genetic algorithms in search, optimization and machine
learning", Addison-Wesley,1989.
[9] S.R.Paranjothi ,and K.Anburaja, "Optimal power flow using refined
genetic algorithm", Electr.Power Compon.Syst , Vol. 30, 1055-
1063,2002.
[10]D. Devaraj, and B. Yeganarayana, "Genetic algorithm based optimal
power flow for security enhancement", IEE proc-Generation.
Transmission and. Distribution; 152, 6 November 2005.
[11]Folrin Capitanescu, Louis Wehenkel, "A New iterative approach to the
corrective security-Constrained optimal Power flow problem" IEEE
Transactions on power systems;23, pp.1533-1541 , Nov 2008.
[12]G.D. Galiana , et al , "Assessment and control of the impact of FACTS
devices on power system performance" , IEEE Trans on Power
System;11, 4,,pp. 1931-1936, Nov 1996.
[13]P.Somasundaram ,K.Kuppusamy , and Kumudini Devi, "Evolutionary
programming based security constrained optimal power flow", Electric
Power System Research 72, Elsevier ,pp. 137-145 ,2004.
@article{"International Journal of Electrical, Electronic and Communication Sciences:58822", author = "R.Narmatha Banu and D.Devaraj", title = "Enhanced Genetic Algorithm Approach for Security Constrained Optimal Power Flow Including FACTS Devices", abstract = "This paper presents a genetic algorithm based
approach for solving security constrained optimal power flow
problem (SCOPF) including FACTS devices. The optimal location of
FACTS devices are identified using an index called overload index
and the optimal values are obtained using an enhanced genetic
algorithm. The optimal allocation by the proposed method optimizes
the investment, taking into account its effects on security in terms of
the alleviation of line overloads. The proposed approach has been
tested on IEEE-30 bus system to show the effectiveness of the
proposed algorithm for solving the SCOPF problem.", keywords = "Optimal Power Flow, Genetic Algorithm, FlexibleAC transmission system (FACTS) devices, Severity Index (SI),Security Enhancement, Thyristor controlled series capacitor (TCSC).", volume = "3", number = "4", pages = "862-6", }