Fuzzy and heuristic techniques for reactive power compensation of radial distribution feeders: a comparative study

Many heuristic and fuzzy techniques have been attempted for reactive power compensation of radial distribution feeders. In this paper, we review and implement a number of these methods using five actual distribution feeders. We also check the efficiency of each technique using a new variational method based on the truth table idea of logic circuits. This new simple test method has the ability to give the best results among all techniques, maximum reduction in system losses and costs, and at the same time extracts some new advantages of these heuristic and fuzzy techniques. From this study, we may decide the best heuristic and fuzzy techniques and also when the usage of fuzzy or heuristic method is better than the other.

[1]  M. El-Hawary,et al.  Application of Fuzzy Logic for Reactive Power Compensation of Radial Distribution Feeders , 2002, IEEE Power Engineering Review.

[2]  Magdy M. A. Salama,et al.  Fuzzy optimal capacitor sizing and placement , 1995, Proceedings 1995 Canadian Conference on Electrical and Computer Engineering.

[3]  S. Civanlar,et al.  Volt/Var Control on Distribution Systems with Lateral Branches Using Shunt Capacitors and Voltage Regulators Part I: The Overall Problem , 1985, IEEE Transactions on Power Apparatus and Systems.

[4]  A. Y. Chikhani,et al.  A simplified network approach to the VAr control problem for radial distribution systems , 1993 .

[5]  J. J. Grainger,et al.  Distribution feeder reconfiguration for loss reduction , 1988 .

[6]  Peter Jackson,et al.  Introduction to expert systems , 1986 .

[7]  T. Taylor,et al.  Implementation of heuristic search strategies for distribution feeder reconfiguration , 1990 .

[8]  Yahia Baghzouz,et al.  Shunt capacitor sizing for radial distribution feeders with distorted substation voltages , 1990 .

[9]  M.E. El-Hawary,et al.  A review of capacitor placement techniques for loss reduction in primary feeders on distribution systems , 1995, Proceedings 1995 Canadian Conference on Electrical and Computer Engineering.

[10]  M. Salama,et al.  Capacitor allocation by approximate reasoning: fuzzy capacitor placement , 2000 .

[11]  A. Y. Chikhani,et al.  Classification of capacitor allocation techniques , 2000 .

[12]  A. Y. Chikhani,et al.  A new technique for loss reduction using compensating capacitors applied to distribution systems with varying load condition , 1994 .

[13]  M. E. Baran,et al.  Optimal sizing of capacitors placed on a radial distribution system , 1989 .

[14]  S. A. Soliman,et al.  New Heuristic Strategies for Reactive Power Compensation of Radial Distribution Feeders , 2002, IEEE Power Engineering Review.

[15]  Ching-Tzong Su,et al.  A new fuzzy-reasoning approach to optimum capacitor allocation for primary distribution systems , 1996, Proceedings of the IEEE International Conference on Industrial Technology (ICIT'96).

[16]  Shesha H. Jayaram,et al.  Capacitor placement in distribution systems using heuristic search strategies , 1997 .

[17]  M. E. Baran,et al.  Optimal capacitor placement on radial distribution systems , 1989 .

[18]  Mohammed H. Haque Capacitor placement in radial distribution systems for loss reduction , 1999 .

[19]  A. Y. Chikhani,et al.  Capacitor placement in distribution systems using fuzzy technique , 1996, Proceedings of 1996 Canadian Conference on Electrical and Computer Engineering.

[20]  Whei-Min Lin,et al.  Capacitor placements for distribution systems with fuzzy algorithm , 1994, Proceedings of TENCON'94 - 1994 IEEE Region 10's 9th Annual International Conference on: 'Frontiers of Computer Technology'.