Title :
A fuzzy-based algorithm for shunt capacitor planning in a distorted power system
Author :
Shih, D.Y. ; Chang, G.W. ; Chuang, G.S. ; Wang, H.L. ; Chu, S.Y.
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Abstract :
This paper presents a fuzzy-based algorithm for the placement and sizing of shunt capacitor banks in a harmonics-polluted distribution system. In the problem the objective function is the total system power loss and the capacitor installation cost, while the constraints are the rms voltage, the individual and total harmonic voltage distortion limits at each bus, and the limit of the available capacitor units to be placed. In the study the power loss index associated with each bus, the rms voltage, the individual and total harmonic voltage distortions at each bus, and the capacitor site suitability are modeled as fuzzy membership functions. A useful solution algorithm is then proposed to find the most suitable capacitor locations and corresponding sizes for an actual distribution network. Results obtained by the proposed approach are compared with those obtained by a traditional nonlinear programming method and a maximum sensitivity-based approach. Numerical experiences show that the proposed method yields favorable results for the capacitor planning problem.
Keywords :
fuzzy set theory; harmonic distortion; power capacitors; power distribution planning; power system harmonics; distribution network; fuzzy membership functions; harmonics-polluted distribution system; power loss index; power system distortion; shunt capacitor planning; total harmonic voltage distortion; Algorithm design and analysis; Capacitors; Fuzzy logic; Harmonic analysis; Harmonic distortion; Planning; Power system harmonics; capacitor planning; fuzzy membership function; harmonics; total harmonic voltage distortion;
Conference_Titel :
Harmonics and Quality of Power (ICHQP), 2010 14th International Conference on
Conference_Location :
Bergamo
Print_ISBN :
978-1-4244-7244-4
Electronic_ISBN :
978-1-4244-7245-1
DOI :
10.1109/ICHQP.2010.5625435