Fuzzy logic in real time voltage/reactive power control in FARS regional electric network

Abstract In this paper, a new method based on fuzzy logic for voltage/reactive power control and simultaneously loss reduction in power systems is presented. The purpose is to provide a solution, which does both voltage improvement and loss reduction for every practical power systems. In this idea, the voltage violation level of buses and also controlling ability of controlling devices such as shunt capacitors/reactors and tap changing transformers are translated into fuzzy sets, but at first the controlling ability of these devices are calculated using sensitivity coefficient. A feasible solution set, which causes voltage improvement, is attained using the max–min operator of fuzzy sets and finally a solution for power loss reduction is taken into account. A standard IEEE 30-bus test system and Fars regional power system are used to validate the performance of the proposed method. The obtained results show that the method is efficient, practical and fast.

[1]  Wang Xing,et al.  A fuzzy multi-objective approach to optimal voltage/reactive power control , 1998, POWERCON '98. 1998 International Conference on Power System Technology. Proceedings (Cat. No.98EX151).

[2]  G RamosA.,et al.  A Hybrid Tool To Assist the Operator in Reactive Power/Voltage Control , 1995 .

[3]  Ching-Tzong Su,et al.  A new fuzzy control approach to voltage profile enhancement for power systems , 1996 .

[4]  Yasuo Tamura,et al.  Real Time Control of System Voltage and Reactive Power , 1969 .

[5]  Hans-Jürgen Zimmermann,et al.  Fuzzy Set Theory - and Its Applications , 1985 .

[6]  S. M. Shahidehpour,et al.  A New Approach for Minimizing Power Losses and Improving Voltage Profile , 1987, IEEE Transactions on Power Systems.

[7]  S. M. Shahidehpour,et al.  A fuzzy-based optimal reactive power control , 1993 .

[8]  K. Tomsovic A fuzzy linear programming approach to the reactive power/voltage control problem , 1992 .

[9]  R. Yokoyama,et al.  A coordinated control of voltage and reactive power by heuristic modeling and approximate reasoning , 1993 .

[10]  Vladimiro Miranda,et al.  Fuzzy modelling of power system optimal load flow , 1991 .

[11]  P.Ya. Ekel,et al.  Fuzzy logic in voltage and reactive power control in power systems , 1999, Proceedings of the 1999 IEEE International Conference on Control Applications (Cat. No.99CH36328).

[12]  R. S. Ramshaw,et al.  Optimal Reactive Power Allocation , 1987, IEEE Transactions on Power Systems.

[13]  Xiaohong Guan,et al.  Fuzzy constraint enforcement and control action curtailment in an optimal power flow , 1995 .

[14]  B. Stott,et al.  Further developments in LP-based optimal power flow , 1990 .

[15]  Timothy J. E. Miller,et al.  Reactive Power Control In Electric Systems , 1982 .

[16]  S. M. Shahidehpour,et al.  Reactive power optimization using fuzzy load representation , 1994 .

[17]  Om P. Malik,et al.  An expert system for voltage and reactive power control of a power system , 1988 .

[18]  S. Dhar,et al.  Power System Long-Range Decision Analysis Under Fuzzy Environment , 1979, IEEE Transactions on Power Apparatus and Systems.

[19]  S. Hao,et al.  A rule-based approach to decentralized voltage control , 1989, Conference Papers Power Industry Computer Application Conference.

[20]  Ching-Tzong Su,et al.  Voltage/reactive Power Control via Fuzzy Linear Programming Approach , 1999, Cybern. Syst..

[21]  B Stott,et al.  Linear Programming for Power-System Network Security Applications , 1979, IEEE Transactions on Power Apparatus and Systems.

[22]  C. T. Su,et al.  Fuzzy-Based Voltage/Reactive Power Scheduling for Voltage Security Improvement and Loss Reduction , 2001, IEEE Power Engineering Review.

[23]  Chen-Ching Liu,et al.  An Expert System Assisting Decision-Making of Reactive Power/Voltage Control , 1986, IEEE Power Engineering Review.

[24]  Ching-Tzong Su,et al.  Application of a neural network and heuristic model for voltage-reactive power control , 1995 .

[25]  A. Gomez Exposito,et al.  Sensitivity-based reactive power control for voltage profile improvement , 1993 .

[26]  S.-K. Chang,et al.  Optimal real-time voltage control , 1990 .