DocumentCode :
975911
Title :
A novel optimal reactive power dispatch method based on an improved hybrid evolutionary programming technique
Author :
Yan, Wei ; Lu, Shuai ; Yu, David C.
Author_Institution :
Electr. Power Dept., Chongqing Univ., China
Volume :
19
Issue :
2
fYear :
2004
fDate :
5/1/2004 12:00:00 AM
Firstpage :
913
Lastpage :
918
Abstract :
This paper proposes an improved evolutionary programming (IEP) and its hybrid version combined with the nonlinear interior point (IP) technique to solve the optimal reactive power dispatch (ORPD) problems. In an IEP method, the common practices in regulating reactive power are followed in adjusting the mutation direction of control variables in order to increase the possibility of keeping state variables within bounds. The IEP is also hybridized with the IP method to obtain a fast initial solution, which is then used as a highly evolved individual in the initial population of the improved EP method. Numerical tests of the proposed algorithm on the IEEE 118-bus system and a realistic power system in Western China are very encouraging compared with the existing ORPD algorithms in term of computational efficiency and optimality.
Keywords :
evolutionary computation; load dispatching; load flow; mathematical programming; reactive power; IEEE 18-bus system; hybrid evolutionary programming; nonlinear interior point technique; optimal reactive power dispatch method; realistic power system; Genetic mutations; Genetic programming; Hybrid power systems; Large-scale systems; Load flow; Optimal control; Programming profession; Reactive power; Reactive power control; Voltage;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2004.826716
Filename :
1294999
Link To Document :
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