DocumentCode :
771491
Title :
Voltage control using a combined integer linear programming and rule-based approach
Author :
Hsu, Yuan-Yih ; Ho, Kun-Long ; Liang, Chih-Chien ; Lai, Tsau-Shin ; Chen, Kung-Keng ; Chang, Biao-Sheng
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Volume :
7
Issue :
2
fYear :
1992
fDate :
5/1/1992 12:00:00 AM
Firstpage :
744
Lastpage :
752
Abstract :
An expert system which combines operators´ dispatching rules and the integer linear programming (LP) routine is designed for voltage control of the Taiwan Power Company. To reach the control actions at one time and to avoid the need of rounding off the control actions for capacitors/inductors and transformer taps, the efficient integer LP routine is developed using the branch-and-bound algorithm. The operators´ heuristic rules and sensitivity factors are used to reduce the number of variables and constraints in the integer LP formulation in order to reduce the computational time and to make the approach feasible in real-time situations. The expert system was applied to correct abnormal voltages during emergency conditions. It was found that the proposed expert system is a valuable aid to system operators for voltage control
Keywords :
expert systems; integer programming; linear programming; load dispatching; optimal control; power system computer control; real-time systems; voltage control; Taiwan; algorithm; capacitors; emergency conditions; expert system; heuristic rules; inductors; integer linear programming; load dispatching; power system computer control; real-time; rule-based approach; sensitivity factors; transformer taps; voltage control; Artificial intelligence; Capacitors; Control systems; Expert systems; Inductors; Integer linear programming; Power system management; Power systems; Reactive power; Voltage control;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/59.141781
Filename :
141781
Link To Document :
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