A comparative study on effective signal processing tools for optimum feature selection in automatic power quality events clustering

Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)

Volumn 1, Issue , 2005, Pages 52-58

  Gargoom, A M ^a   Ertugrul, N ^a   Soong, W L ^a  

^a UNIVERSITY OF ADELAIDE   (Australia)

Author keywords

Automatic clustering; Forward Clarke transform; Power quality monitoring; Signal processing techniques; Three phase systems

Indexed keywords

CONDITION MONITORING; FEATURE EXTRACTION; INFORMATION RETRIEVAL; OPTIMAL CONTROL SYSTEMS; QUALITY CONTROL;

AUTOMATIC CLUSTERING; FORWARD CLARKE TRANSFORM; POWER QUALITY MONITORING; THREE-PHASE SYSTEMS;

SIGNAL PROCESSING;

EID: 33745889625     PISSN: 01972618     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IAS.2005.1518291     Document Type: Conference Paper

References (11)

1. Santoso, S.; Powers, E.J.; Grady, W.M.; and Parsons, A.C.; "Power Quality Disturbance Waveform Recognition Using Wavelet-Based Neural Classifier- Part I:Theoretical foundation", IEEE Transactions on Power Delivery, Vol. 15, Issue 1, Jan. 2000, Page(s):222-228.
2. Lee, I.W.C.; and Dash, P.K.; "S-Transform-Based Intelligent System for Classification of Power Quality Disturbance", IEEE Transactions on Signals Industrial Electronics, Vol. 50, Issue 4, Aug. 2003, Page(s):800 -805.
3. Chilukuri, M.V.; and Dash, P.K.; "Multiresolution S-transform-Based Fuzzy Recognition System for Power Quality Events", IEEE Transactions on Power Delivery, Vol. 19, Issue 1, Jan. 2004, Page(s):323-330.
4. Gaouda, A.M.; El-Saadany, E.F.; Salama, M.M.A.; Sood, V.K.; and Chikhani, A.Y.; "Monitoring HVDC Systems using Wavelet Multi-Resolution Analysis", IEEE Transactions on Power Systems, Vol.16, Issue 4, Nov. 2001 Page(s):662-670.
5. Zwe-Lee Gaing; "Wavelet-based neural network for power disturbance recognition and classification", IEEE Transactions on Power Delivery Vol. 19, Issue 4, Oct. 2004 Page(s): 1560-1568.
6. Dash, P.K.; Panigrahi, B.K.; and Panda, G.; "Power quality analysis using S-transform", IEEE Transactions on Power Delivery, Vol.18, Issue 2, April 2003 Page(s):406-411.
7. Stockwell, R.G.; Mansinha, L.; and Lowe, R.P.; "Localization of the Complex Spectrum: the S transform", IEEE Transactions on Signal Processing, Vol. 44, Issue 4, April 1996 Page(s):998-1001.
8. Chilukuri, M.V.; and Dash, P.K.; Closure on "Multiresolution S-transform-based fuzzy recognition system for power quality events", IEEE Transactions on Power Delivery Vol. 20, Issue 1, Jan. 2005 Page(s):323-330.
9. Reference Frame Conversions with the AMDC401, © Analog Devices Inc., Jan 2000.
10. IEEE Std. 1159-1995, IEEE recommended practice for monitoring electric power quality, 1995.
11. Gargoom, A. M.; Ertugrul, N.; and Soong, W. L.; "Comparative Study of using Different Mother Wavelets on Power Quality Monitoring", Australian Universities Power Engineering Conference, AUPEC04, 26-29 September, 2004, Brisbane, Australia.