DocumentCode
27721
Title
An Efficient Hybrid Approach for Volt/Var Control in Distribution Systems
Author
Mohapatra, Arupa ; Bijwe, P.R. ; Panigrahi, B.K.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol. Delhi, New Delhi, India
Volume
29
Issue
4
fYear
2014
fDate
Aug. 2014
Firstpage
1780
Lastpage
1788
Abstract
This paper presents an efficient hybrid approach for volt/var control in distribution systems, with switching limits on taps and shunts. Since the problem is nondeterministic polynomial hard and combinatorial with huge solution space, metaheuristic techniques, despite being computationally expensive, have been used. The proposed approach combines the strengths of a gradient technique and a metaheuristic technique. In the first phase, the primal-dual interior point method (PDIPM) treats the discrete variables as continuous. These are then discretized using PDIPM-based sensitivities. These two solutions provide heuristic bounds on controls which are used in the second phase by a metaheuristic algorithm. The bounds aid in limiting the number of controls´ combinations. Results for two systems have been obtained which ascertain the potential of the proposed approach over the conventional metaheuristic technique. These also indicate approximately 30-35 times increase in speed with the proposed algorithm compared to the conventional one.
Keywords
distribution networks; voltage control; distribution systems; gradient technique; metaheuristic technique; nondeterministic polynomial hard; primal dual interior point method; switching limits; Aerospace electronics; Capacitors; Mathematical model; Reactive power; Sensitivity; Switches; Discrete controls; distribution system; interior point method (IPM); sensitivity; volt/var optimization;
fLanguage
English
Journal_Title
Power Delivery, IEEE Transactions on
Publisher
ieee
ISSN
0885-8977
Type
jour
DOI
10.1109/TPWRD.2014.2306845
Filename
6763027
Link To Document