Application of decision tree and discrete wavelet transform for an optimized intelligent-based islanding detection method in distributed systems with distributed generations

Renewable and Sustainable Energy Reviews

Volumn 27, Issue , 2013, Pages 525-532

  Heidari, Mehrdad ^a   Seifossadat, Ghodratollah ^a   Razaz, Morteza ^a  

^a SHAHID CHAMRAN UNIVERSITY OF AHVAZ   (Iran)

Author keywords

Distributed generation; Distribution systems; Islanding; wavelet

Indexed keywords

COST BENEFIT ANALYSIS; DECISION TREES; DISCRETE WAVELET TRANSFORMS; SIGNAL RECONSTRUCTION;

DISTRIBUTED GENERATIONS (DGS); DISTRIBUTED SYSTEMS; DISTRIBUTION SYSTEMS; ISLANDING; ISLANDING DETECTION; ISLANDING DETECTION METHODS; MEDIUM-VOLTAGE DISTRIBUTION SYSTEMS; WAVELET;

DISTRIBUTED POWER GENERATION;

EID: 84881351487     PISSN: 13640321     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rser.2013.06.047     Document Type: Review

References (37)

1. A.M. Massoud, K.H. Ahmed, S.J. Finney, and B.W. Williams Harmonic distortion-based island detection technique for inverter-based distributed generation IET Renewable Power Generation 3 4 2009 493 507
2. W. Xu, G. Zhang, C. Li, W. Wang, G. Wang, and J. Kliber A power line signaling based technique for anti-islanding protection of distributed generators - part I: scheme and analysis IEEE Transaction Power Delivery 22 2007 1758 1766
3. J.P. Bernard, and D. Durocher An expert system for fault diagnosis integrated in existing SCADA system IEEE Transaction Power System 9 1994 548 554
4. R.E. Bratton Transfer-trip relaying over a digitally multiplexed fiber optic link IEEE Transactions on Power Apparatus and Systems 103 1984 403 406 (Pubitemid 14533044)
5. L.A.C. Lopes, and S. Huili Performance assessment of active frequency drifting islanding detection methods IEEE Transactions on Energy Conversion 21 2006 171 180 (Pubitemid 43280532)
6. Singam B, Hui LY. Assessing SMS and PJD schemes of anti-islanding with varying quality factor. In: Proceedings of the IEEE power and energy conference; November 2006, p. 196-201.
7. G.-K. Hung, C.-C. Chang, and C.-L. Chen Automatic phase-shift method for islanding detection of grid-connected photovoltaic inverters IEEE Transactions on Energy Conversion 18 2003 169 173
8. M.E. Ropp, M. Begovic, A. Rohatgi, G.A. Kern, R.H.SR. Bonn, and S. Gonzalez Determining the relative effectiveness of islanding detection methods using phase criteria and non-detection zones IEEE Transactions on Energy Conversion 15 2000 290 296 (Pubitemid 32031447)
9. Jeongj JB, Kimh J, Ahnk S, Kangc H. A novel method for antiislanding using reactive power. In: Proceedings of IEEE telecommunications conference; September 2005, p. 101-6.
10. M.A. Redfern, O. Usta, and G. Fielding Protection against loss of utility grid supply for a dispersed storage and generation unit IEEE Transactions on Power Delivery 8 1993 948 954
11. Ropp M, Ginn J, Stevens J, Bower W, Gonzalez S. Simulation and experimental study of the impedance detection anti-islanding method in the single-inverter case. In: Proceedings of the IEEE photovoltaic energy conversion conference, vol. 2; May 2006, p. 2379-82.
12. Waleed K.A. Najy, H.H. Zeineldin, Ali H. Kasem Alaboudy, and Wei Lee Woon A Bayesian passive islanding detection method for inverter-based distributed generation using ESPRIT IEEE Transaction on Power Delivery 26 2011 2687 2696
13. Tunlasakun K, Kirtikara K, Thepa S, Monyakul V. CPLD based islanding detection for mini grid connected inverter in renewable energy. In: Proceedings of the IEEE TENCON conference, vol. 4; 2004, p. 175-8.
14. J.C.M. Viera, W. Freitas, W. XU, and A. Morelato Efficient coordination of ROCOF and frequency relays for distributed generation protection by using the application region IEEE Transaction on Power Delivery 21 2006 1878 1884 (Pubitemid 44593570)
15. M.A. Redfern, O. Usta, and G. Fielding Protection against loss of utility grid supply for a dispersed storage and generation unit IEEE Transactions on Power Delivery 8 1993 948 954
16. H. Shyh-Jier, and P. Fu-Sheng A new approach to islanding detection of dispersed generators with self-commutated static power converters IEEE Transactions on Power Delivery 15 2000 500 507
17. S.I. Jang, and K.H. Kim An islanding detection method for distributed generations using voltage unbalance and total harmonic distortion of current IEEE Transactions on Power Delivery 19 2004 745 752
18. Singam B, Hui LY. Assessing SMS and PJD schemes of anti-islanding with varying quality factor. In: Proceedings of the IEEE power and energy conference; November 2006, p. 196-201.
19. Bright CG. COROCOF: comparison of rate of change of frequency protection. A solution to the detection of loss of mains. In: Proceedings of the IEE developments in power system protection conference; 2001, pp. 70-3.
20. S.P. Chowdhury, S. Chowdhury, and P.A. Crossley Islanding protection of active distribution networks with renewable distributed generators: a comprehensive survey Electric Power Systems Research 79 2009 984 992
21. A. Samui, and S.R. Samantaray Assessment of ROCPAD relay for islanding detection in distributed generation IEEE Transactions on Smart Grid 2 2011 391 398
22. S.R. Samantaray, Khalil El-Arroudi, G. Joós, and I. Kamwa A fuzzy rule-based approach for islanding detection in distributed generation IEEE Transactions on Power Delivery 25 2010 1427 1433
23. K. El-Arroudi, G. Joós, I. Kamwa, and D.T. McGillis Intelligent based approach to islanding detection in distributed generation IEEE Transactions on Power Delivery 22 2007 828 835 (Pubitemid 46566690)
24. Pigazo A, Moreno VM, Liserre M, Dell A. Aquila. Wavelet based islanding detection algorithm for single-phase PV distributed generation systems. In: Proceedings of the IEEE international symposium on industrial electronics, Vigo, Spain; 2007, p. 2409-13.
25. N.W.A. Lidula, and A.D. Rajapakse A pattern recognition approach for detecting power islands using transient signals - part I: design and implementation IEEE Transactions on Power Delivery 25 2010 3070 3077
26. N.W.A. Lidula, and A.D. Rajapakse A pattern-recognition approach for detecting power islands using transient signals - part II: performance evaluation IEEE Transactions on Power Delivery 27 2012 1071 1080
27. Liy YH, Luor TS, Huang SJ, Lin J-M. Method and system for detecting stand-alone operation of a distributed generating system, U.S. Patent 7 342 758; March 2008.
28. C.-T. Hsieh, J.-M. Lin, and S.-J. Huang Enhancement of islanding-detection of distributed generation systems via wavelet transform-based approaches International Journal of Electrical Power & Energy Systems 30 2008 575 580
29. C.H. Kim, and R. Agganrval Wavelet transforms in power systems - part 2: examples of application to actual power system transients IEEE Power Engineering Journal 15 2000 193 202
30. Fayyad Y, Osman A. Neuro-wavelet based islanding detection technique. In: Proceedings of the IEEE Electrical Power & Energy Conference; 2010.
31. ElNozahy MS, EL-Saadany EF, Salama MMA. A robust wavelet-ANN based technique for islanding detection; 2011 IEEE.
32. Lidula NWA, Rajapakse AD. Fast and reliable detection of power islands using transient signals. In: Proceedings of the fourth international conference on industrial and information systems, ICIIS 2009, Sri Lanka; 28-31 December 2009.
33. A. Graps An introduction to wavelets Computing in Science & Engineering 2 2 1995 50 61
34. Shariatinasab R, Akbari M. New islanding detection technique for DG using discrete wavelet transform, PECon; 2010, Malysia, p. 294-99.
35. D.T. Larose Discovering knowledge in data: an introduction to data mining 2004 Published by John Wiley & Sons, Inc., Hoboken, New Jersey. Published simultaneously in Canada
36. M. Hall, E. Frank, G. Holmes, B.P. fahringer, P. Reutemann, and I.H. Witten The WEKA data mining software: an update SIGKDD Explorations 11 1 2009 10 18
37. Rudion K, Orths A, Styczynski ZA, Strunz K. Design of benchmark of medium voltage distribution network for investigation of DG integration. In: Proceedings of the IEEE PES conference, Montreal, Canada; June 2006.