A hybrid framework for fault detection, classification, and location-Part II: Implementation and test results

IEEE Transactions on Power Delivery

Volumn 26, Issue 3, 2011, Pages 1999-2008

  Jiang, Joe Air ^a   Chuang, Cheng Long ^a   Wang, Yung Chung ^b   Hung, Chih Hung ^a   Wang, Jiing Yi ^a   Lee, Chien Hsing ^c   Hsiao, Ying Tung ^d  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b NATIONAL TAIPEI UNIVERSITY OF TECHNOLOGY   (Taiwan)

^c NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

^d NATIONAL TAIPEI UNIVERSITY OF EDUCATION   (Taiwan)

Author keywords

Evolvable hardware; fault classification; fault detection; fault location; field programmable gate array (FPGA)

Indexed keywords

ADAPTIVE STRUCTURE; ANALYSIS TECHNIQUES; COMPUTER BASED SIMULATION; EVOLVABILITY; EVOLVABLE HARDWARE; FAULT CLASSIFICATION; HARDWARE IMPLEMENTATIONS; HARDWARE PLATFORM; HYBRID FRAMEWORK; MATHEMATICAL FOUNDATIONS; NUMERICAL RESULTS; PERFORMANCE EVALUATION; POWER COMPANY; POWER SIGNALS; REAL-WORLD SCENARIO; RUNTIMES; SYMMETRICAL COMPONENTS; TEST RESULTS; TRAINING TECHNIQUES;

COMPUTER HARDWARE; COMPUTER SIMULATION; ELECTRIC NETWORK ANALYSIS; ELECTRIC UTILITIES; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); HARDWARE; LOGIC GATES; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS; WAVELET TRANSFORMS;

FAULT DETECTION;

EID: 79959763856     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2011.2141158     Document Type: Article

References (12)

1. J.A. Jiang, C. L. Chuang, Y. C. Wang, C. H. Hung, J. Y. Wang, and Y. T. Hsiao, "A hybrid framework for fault detection, classification and location Part I: Concept, structure and methodology," IEEE Trans. Power Del., 2011, to be published.
2. Analog Devices. (2010, Nov.)., 14-bit, dual A/D converter AD9248 datasheet. [Online]. Available: http://www.analog.com/static/im-ported-files/ data-sheets/AD9248.pdf
3. Altera Corporation. (2010, Jul.)., Stratix III device family FPGA datasheet. [Online]. Available: http://www.altera.com/litera-ture/hb/stx3/stx3- siii52001.pdf
4. Altera Corporation. (2008, Nov.)., Stratix III DSP development kit datasheet. [Online]. Available: http://www.altera.com/products/de-vkits/altera/ kit-st3-dsp.html
5. Altera Corporation. (2009, Jun.)., HSMC specification. [Online]. Available: http://www.altera.com/literature/ds/hsmc-spec.pdf
6. IEEE Standard for Floating-Point Arithmetic, (Standards style), IEEE Std. 754, 2008.
7. J. A. Jiang, C. L. Chuang, Y. C. Wang, C. H. Hung, J. Y. Wang, C. H. Lee, and Y. T. Hsiao, "Supplementary document for a hybrid framework for fault detection, classification, and location\Part II: Implementation and testresults," Feb. 2011. [Online]. Available: http://bem.bime.ntu.edu.tw/ clchuang/Fault-2011.rar
8. J. L. Blackburn, Symmetrical Components for Power Systems Engi-neering. New York: Marcel Dekker, 1993.
9. P. Bremaud, Mathematical Principles of Signal Processing, Fourier and Wavelet Analysis. Berlin, Germany: Springer-Verlag, 2002, pp. 171-187.
10. S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
11. N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge, U.K.: Cambridge Univ. Press, 2000, pp. 31-112.
12. Y. L. Lu, C. L. Chuang, C. S. Fahn, and J. A. Jiang, "Multiple dis-turbance classifier for electric signals using adaptive structuring neural networks," Meas. Sci. Technol., vol. 19, p. 075106, 2008.