Voltage control in power system using expert system based on SCADA system

This paper presents the type of expert system for controlling the 22 kV voltage levels of a power system in the northern region of Thailand based on the SCADA system. At present, for the operation, the operators have to make decisions by their knowledge and experience to control the voltage. This expert system is obtained for alleviation of voltage violation in the day-to-day operation of a distribution substation in the system, and for processing the data from the SCADA for helping the operator detect buses experiencing abnormal conditions. This expert system focused on shunt reactive compensating devices and transformer tap change to select the most effective control for keeping the bus voltage in the entire system within limits. This study selected 6 distribution substations to be tested with this expert system. The performance of the expert system is compared with the operator control in the terms of voltage deviation indices, numbers of tap changing and minimizing losses.

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

[2]  K. Parthasarathy,et al.  An expert system for voltage control in a power system network , 1995, Proceedings 1995 International Conference on Energy Management and Power Delivery EMPD '95.

[3]  D. L. Hornak Optimal real-time voltage control with an advanced LTC control system , 1992, [Proceedings] 1992 Rural Electric Power Conference. Papers presented at the 36th Annual Conference.

[4]  T. B. Girotti,et al.  Real-time VAr control by SCADA , 1990 .

[5]  Saifur Rahman,et al.  An expert system based algorithm for short term load forecast , 1988 .

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

[7]  Gwang-Won Kim,et al.  A short-term load forecasting expert system , 2001, 5th Korea-Russia International Symposium on Science and Technology. Proceedings. KORUS 2001 (Cat. No.01EX478).

[8]  Daniel S. Kirschen,et al.  MW/voltage control in a linear programming based optimal power flow , 1988 .

[9]  E. Handschin,et al.  Bus load modelling and forecasting , 1988 .