Reconfigurable instrument for neural-networkbased power-quality monitoring in 3-phase power systems

IET Generation, Transmission and Distribution

Volumn 7, Issue 12, 2013, Pages 1498-1507

  Valtierra Rodriguez, Martin ^a   Romero Troncoso, Rene De J ^a,b   Garcia Perez, Arturo ^b   Granados Lieberman, David ^a   Osornio Rios, Roque A ^a  

^a UNIVERSIDAD AUTÓNOMA DE QUERÉTARO   (Mexico)

^b UNIVERSITY OF GUANAJUATO   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRICAL MACHINE; FIELD-PROGRAMMABLE GATE ARRAY IMPLEMENTATIONS; MONITORING AND DIAGNOSIS; POWER QUALITY MONITORING; PROTECTION AND CONTROLS; PROTECTION SYSTEMS; SCIENTIFIC APPLICATIONS; STATIONARY SIGNAL;

CAPACITORS; ELECTRIC EQUIPMENT PROTECTION; ELECTRIC MACHINERY; ELECTRIC POWER SYSTEM PROTECTION; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); INDUSTRIAL APPLICATIONS;

NEURAL NETWORKS;

EID: 84888883229     PISSN: 17518687     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-gtd.2012.0589     Document Type: Article

References (30)

1. Romero-Troncoso, R.J., Cabal-Yepez, E., Garcia-Perez, A., Osornio-Rios, R.A., Alvarez-Salas, R., Granados-Lieberman, D.: 'Reconfigurable instrument for power quality monitoring in 3-phase power systems'. Proc. IEEE Int. SDEMPED, Bologna, Italy, September 2011, pp. 186-191
2. Bollen, M.H.J.: 'What is power quality?', Electr. Power Syst. Res., 2003, 66, (1), pp. 5-14
3. IEC 61000-4-7: 'Testing and measurement techniques-general guide on harmonics and interharmonics measurements and instrumentation, for power supply systems and equipment connected thereto'. 2002
4. IEC 61000-4-30: 'Testing and measurement techniques power quality measurement methods'. 2003
5. IEEE Std. 1159: 'IEEE recommended practices for monitoring electric power quality'. 1995
6. European Standard EN 50160: 'Voltage characteristics of electricity supplied by public distribution systems'. 2002
7. Zhang, G., Xu, W.: 'Estimating harmonic distortion levels for systems with random-varying distributed harmonic-producing loads', IET Gener. Transm. Distrib., 2008, 2, (4), pp. 847-855
8. Sahni, M., Lee, W.J.: 'Classification of severity of low-voltage motor coil arcing fault using statistical techniques', IET Gener. Transm. Distrib., 2009, 3, (1), pp. 75-85
9. Wang, F., Duarte, J.L., Hendrix, M.A.M.: 'Design and analysis of active power control strategies for distributed generation inverters under unbalanced grid faults', IET Gener. Transm. Distrib., 2010, 4, (8), pp. 905-916
10. Granados-Lieberman, D., Romero-Troncoso, R.J., Osornio-Rios, R.A., Garcia-Perez, A., Cabal-Yepez, E.: 'Techniques and methodologies for power quality analysis and disturbances classification in power systems: a review', IET Gener. Transm. Distrib., 2011, 5, (4), pp. 519-529
11. Gu, Y.H., Bollen, M.H.J.: 'Time-frequency and time-scale domain analysis', IEEE Trans. Power Deliv., 2000, 15, (4), pp. 1279-1284
12. Duque, C.A., Silveira, P.M., Ribeiro, P.F.: 'Visualizing time-varying harmonics using filter banks', Electr. Power Syst. Res., 2011, 81, (4), pp. 974-983
13. Yilmaz, A.S., Alkan, A., Asyali, M.H.: 'Applications of parametric spectral estimation methods on detection of power system harmonics', Electr. Power Syst. Res., 2008, 78, (4), pp. 683-693
14. Garcia-Perez, A., Romero-Troncoso, R.J., Cabal-Yepez, E., Osornio-Rios, R.A.: 'The application of high-resolution spectral analysis for identifying multiple combined faults in induction motors', IEEE Trans. Ind. Electron., 2011, 58, (5), pp. 2002-2010
15. Bertoluzzo, M., Buja, G.S., Castellan, S., Fiorentin, P.: 'Neural network technique for the joint time-frequency analysis of distorted signal', IEEE Trans. Ind. Electron., 2003, 50, (6), pp. 1109-1115
16. Sarkar, A., Choudhury, S.R., Sengupta, S.: 'A self-synchronized ADALINE network for on-line tracking of power system harmonics', Measurement, 2011, 44, (4), pp. 784-790
17. Lin, H.C.: 'Intelligent neural network-based fast power system harmonic detection', IEEE Trans. Ind. Electron., 2007, 54, (1), pp. 43-52
18. Chang, G.W., Chen, C.I., Teng, Y.F.: 'Radial-basis-function-based neural network for harmonic detection', IEEE Trans. Ind. Electron., 2010, 57, (6), pp. 2171-2179
19. Temurtas, F., Gunturkun, R., Yumusaka, N., Temurtas, H.: 'Harmonic detection using feed forward and recurrent neural networks for active filters', Electr. Power Syst. Res., 2004, 72, (1), pp. 33-40
20. Temurtas, H., Temurtas, F.: 'An application of neural networks for harmonic coefficients and relative phase shifts detection', Expert Syst. Appl., 2011, 38, (4), pp. 3446-3450
21. Monmasson, E., Idkhajine, L., Cirstea, M.N., Bahri, I., Tisan, A., Naouar, M.W.: 'FPGAs in industrial control applications', IEEE Trans. Ind. Inf., 2011, 7, (2), pp. 224-243
22. Dash, P.K., Swain, D.P., Liew, A.C., Rahman, S.: 'An adaptive linear combiner for on-line tracking of power system harmonics', IEEE Trans. Power Syst., 1996, 11, (4), pp. 1730-1735
23. Lara-Cardoso, J., Romero-Troncoso, R.J.: 'Low-cost power harmonics analyzer of nonlinear loads based on FPGA'. Proc. IEEE Instrumentation and Measurement Technology, Vancouver, Canada, May 2008. pp. 730-735
24. IEEE Std. 1459-2000: 'Definitions for the measurement of electric quantities under sinusoidal, nonsinusoidal, balanced, or unbalanced conditions'. 2000
25. Jeng-Kuang, H., Yuan-Ping, L.: 'Variable step-size LMS algorithm with a gradient-based weighted average', IEEE Signal Process. Lett., 2009, 16, (12), pp. 1043-1046
26. Vachhani, L., Sridharan, K., Meher, P.K.: 'Efficient FPGA realization of CORDIC with application to robotic exploration', IEEE Trans. Ind. Electron., 2009, 56, (12), pp. 4915-4929
27. Touch LTM User Manual, Terasic Technologies Inc., 2009
28. Data Sheet Spartan 3E FPGA family, Xilinx Corporation, 2009
29. Fluke 434/435 Three Phase Power Quality Analyzer user's manual, Fluke Corporation, 2006-2008
30. Fluke Current Clamp i200s Instruction Sheet, Fluke Corporation, 1998-2005