DocumentCode
939005
Title
Fuzzy approach for optimal placement and sizing of capacitor banks in the presence of harmonics
Author
Masoum, M.A.S. ; Jafarian, A. ; Ladjevardi, M. ; Fuchs, E.F. ; Grady, W.M.
Author_Institution
Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Volume
19
Issue
2
fYear
2004
fDate
4/1/2004 12:00:00 AM
Firstpage
822
Lastpage
829
Abstract
This paper presents a fuzzy-based approach for optimal placement and sizing of fixed capacitor banks in radial distribution networks in the presence of voltage and current harmonics. The objective function includes the cost of power losses, energy losses, and capacitor banks. Constraints include voltage limits, number/size and locations of installed capacitors, and the power quality limits of IEEE-519 standard. Candidate buses for capacitor placement are selected using the sensitivities of constraints and the objective function with respect to reactive power injection at each bus. Using fuzzy set theory, a suitable combination of objective function and constraints is generated as a criterion to select the most suitable bus for capacitor placement. The α-cut process is applied at each iteration to guarantee simultaneous improvements of objective function and satisfying given constraints. Simulation results for the 18 bus IEEE distorted network show the advantages of the proposed method as compared to the maximum sensitivities selection algorithm.
Keywords
capacitor storage; fuzzy set theory; losses; power distribution lines; power supply quality; power system harmonics; power system simulation; IEEE-519 standard; capacitor banks sizing; current harmonics; energy loss; fuzzy set theory; maximum sensitivity selection algorithm; optimal placement; power loss; power quality; radial distribution networks; reactive power injection; voltage harmonics; Cost function; Energy loss; Fuzzy set theory; Power capacitors; Power harmonic filters; Power quality; Power system harmonics; Power system simulation; Reactive power; Voltage;
fLanguage
English
Journal_Title
Power Delivery, IEEE Transactions on
Publisher
ieee
ISSN
0885-8977
Type
jour
DOI
10.1109/TPWRD.2003.823187
Filename
1278445
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