Placement of power quality monitors using enhanced genetic algorithm and wavelet transform

IET Generation, Transmission and Distribution

Volumn 5, Issue 4, 2011, Pages 461-466

  Hong, Y Y ^a   Chen, Y Y ^a  

^a CHUNG YUAN CHRISTIAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE LOCATION; CAPACITOR SWITCHING TRANSIENTS; ENHANCED GENETIC ALGORITHMS; HARMONIC VOLTAGES; K-MEANS CLUSTERING; POWER HARMONICS; POWER QUALITY MEASUREMENTS; POWER QUALITY MONITOR; SIMULATION RESULT; SWITCHING TRANSIENT; UNDERLYING CAUSE; VOLTAGE FLICKERS; VOLTAGE SWELLS; WAVELET COEFFICIENTS;

GENETIC ALGORITHMS; HARMONIC ANALYSIS; WAVELET TRANSFORMS;

POWER QUALITY;

EID: 79956326454     PISSN: 17518687     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-gtd.2010.0397     Document Type: Article

References (15)

1. McGranaghan, M.: 'Trends in power quality monitoring', Power Eng. Rev., 2001, 21, (10), p. 3-9, 10.1109/39.954579
2. Heydt, G.T.: 'Power quality engineering', IEEE Power Eng. Rev., 2001, 21, (9), p. 5-7, 10.1109/39.948605, 0272-1724
3. Bezdek, J.C. Ehrlich, R. Full, W.: 'FCM: the fuzzy c-means clustering algorithm', Comput. Geosci., 1984, 10, (2-3), p. 191-203, 10.1016/0098-3004(84)90020-7, 0098-3004
4. Hong, Y.Y. Chen, B.Y.: 'Locating switched capacitor using wavelet transform and hybrid principal component analysis network', IEEE Trans. Power Deliv., 2007, 22, (2), p. 1145-1152, 10.1109/TPWRD.2007.893435, 0885-8977
5. Won, D.J. Ahn, S.J. Chung, I.Y. Moon, S.I.: 'A new algorithm to find the optimal numbers and locations of power quality monitors', IEEE PowerTech, 2005
6. Olguin, G. Vuinovich, F. Bollen, M.H.J.: 'An optimal monitoring program for obtaining voltage sag system indexes', IEEE Trans. Power Syst., 2006, 21, (1), p. 378-384, 10.1109/TPWRS.2005.857837, 0885-8950
7. Kumar, A. Das, B. Sharma, J.: 'Genetic algorithm-based meter placement for static estimation of harmonic sources', IEEE Trans. Power Deliv., 2005, 20, (2), p. 1088-1096, 10.1109/TPWRD.2004.838520, 0885-8977
8. Chang, G.W. Chao, J.P. Huang, H.M. Chen, C.I. Chu, S.Y.: 'On tracking the source location of voltage sags and utility shunt capacitor switching transients', IEEE Trans. Power Deliv., 2008, 23, (4), p. 2124-2131, 10.1109/TPWRD.2008.923143, 0885-8977
9. Burrus, C.S. Gopinath, R.A. Guo, H.: 'Introduction to wavelets and wavelet transforms', (Prentice-Hall Inc., New Jersey 1998)
10. Elmitwally, A. Farghal, S. Abdelkader, S. Elkateb, M.: 'Proposed wavelet-neuro-fuzzy combined system for power quality violations detection and diagnosis', IEE Proc. Gener. Transm. Distrib., 2001, 148, (1), p. 15-20, 10.1049/ip-gtd:20010031, 1350-2360
11. Hong, Y.Y. Wang, C.W.: 'Switching detection/classification using discrete wavelet transform and self-organizing mapping network', IEEE Trans. Power Deliv., 2005, 20, (2), p. 1662-1668, 10.1109/TPWRD.2004.833921, 0885-8977
12. Santoso, S. Powers, E.J. Grady, W.M. Parsons, A.C.: 'Power quality disturbance waveform recognition using wavelet-based neural classifier - Parts 1 & 2: theoretical foundation', IEEE Trans. Power Deliv., 2000, 15, (1), p. 222-235, 10.1109/61.847255, 0885-8977
13. Mokhtari, H. Karimi-Ghartemani, M. Iravani, M.R.: 'Experimental performance evaluation of a wavelet-based online voltage detection method for power quality applications', IEEE Trans. Power Deliv., 2002, 17, (1), p. 161-172, 10.1109/61.974204, 0885-8977
14. Goldberg, D.E.: 'Genetic algorithm in search, optimization, and machine learning', (Addison-Wesley 1989)
15. Yang, M.S. Wu, K.L.: 'A new validity index for fuzzy clustering', Tenth IEEE Int. Conf. on Fuzzy Systems, Melbourne, Australia, December 2-5 2001