Genetic algorithm based reactive power dispatch for voltage stability improvement

Voltage stability assessment and control form the core function in a modern energy control centre. This paper presents an improved Genetic algorithm (GA) approach for voltage stability enhancement. The proposed technique is based on the minimization of the maximum of L-indices of load buses. Generator voltages, switchable VAR sources and transformer tap changers are used as optimization variables of this problem. The proposed approach permits the optimization variables to be represented in their natural form in the genetic population. For effective genetic processing, the crossover and mutation operators which can directly deal with the floating point numbers and integers are used. The proposed algorithm has been tested on IEEE 30-bus and IEEE 57-bus test systems and successful results have been obtained.

[1]  Robert J. Thomas,et al.  A posturing strategy against voltage instabilities in electric power systems , 1988 .

[2]  D. E. Goldberg,et al.  Genetic Algorithms in Search, Optimization & Machine Learning , 1989 .

[3]  K. S. Swarup,et al.  Differential evolutionary algorithm for optimal reactive power dispatch , 2008 .

[4]  Shinichi Iwamoto,et al.  Studies on VIPI based control methods for improving voltage stability , 1998 .

[5]  H. Glavitsch,et al.  Estimating the Voltage Stability of a Power System , 1986, IEEE Transactions on Power Delivery.

[6]  Gareth A. Taylor,et al.  Multi-objective optimal reactive power flow including voltage security and demand profile classification , 2008 .

[7]  O. Alsac,et al.  Optimal Load Flow with Steady-State Security , 1974 .

[8]  Vladimiro Miranda,et al.  Evolutionary computation in power systems , 1998 .

[9]  T. Cutsem A method to compute reactive power margins with respect to v , 1991, IEEE Power Engineering Review.

[10]  Peter W. Sauer,et al.  Dynamic aspects of voltage/power characteristics (multimachine power systems) , 1992 .

[11]  D. Thukaram,et al.  Voltage Stability Improvement: Case Studies of Indian Power Networks. , 1998 .

[12]  P. R. Bijwe,et al.  A new index for voltage stability monitoring and enhancement , 1998 .

[13]  Sukumar Kamalasadan,et al.  A new intelligent algorithm for online voltage stability assessment and monitoring , 2009 .

[14]  B. Gao,et al.  Voltage Stability Evaluation Using Modal Analysis , 1992, IEEE Power Engineering Review.

[15]  K. Parthasarathy,et al.  Optimal reactive power dispatch algorithm for voltage stability improvement , 1996 .

[16]  D. Thukaram,et al.  Optimal static voltage stability improvement using a numerically stable SLP algorithm, for real time applications , 1999 .