Islanding detection method for DFIG wind turbines using artificial neural networks

International Journal of Electrical Power and Energy Systems

Volumn 62, Issue , 2014, Pages 335-343

  Abd Elkader, Ahmad G ^a   Allam, Dalia F ^a   Tageldin, Elsayed ^b  

^a Fayoum University   (Egypt)

^b CAIRO UNIVERSITY   (Egypt)

Author keywords

Artificial neural network; Distributed generations; Islanding detection; Loss of grid mains; Wind farm

Indexed keywords

DISTRIBUTED POWER GENERATION; ELECTRIC FAULT CURRENTS; ELECTRIC UTILITIES; SIGNAL DETECTION; WIND POWER;

ISLANDING DETECTION; ISLANDING DETECTION METHODS; LOSS OF GRIDS; POINT OF COMMON COUPLING; POWER GENERATION SYSTEMS; POWER QUALITY DISTURBANCES; SYMMETRICAL COMPONENTS; WIND FARM;

NEURAL NETWORKS;

EID: 84901622061     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2014.04.052     Document Type: Article

References (21)

1. D. Velasco, C.L. Trujillo, G. Garcera, and E. Figueres Review of anti-islanding techniques in distributed generators Renewable Sustainable Energy Rev 14 2010 1608 1614
2. A. Khamis et al. A review of islanding detection techniques for renewable distributed generation systems Renewable Sustainable Energy Rev 28 2013 483 493
3. KuNurulEdhura Ku Ahmad, Jeyraj Selvaraj, and Nasrudin Abd Rahim A review of the islanding detection methods in grid-connected PV inverters Renewable Sustainable Energy Rev 21 2013 756 766
4. H. Kazemi Karegar, and B. Sobhani Wavelet transform method for islanding detection of wind turbines Renewable Energy 38 2012 94 106
5. H. Mohamad et al. A review on islanding operation and control for distribution network connected with small hydropower plant Renewable Sustainable Energy Rev 15 2011 3952 3962
6. IEEE Standard for Interconnecting Distributed Resources; 1; with Electric Power Systems, IEEE Std1547-2003; 2003, 1-16.
7. 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 Res 2009 1 9 December
8. K. El-Arroudi, G. Joós, I. Kamwa, and D.T. McGillis Intelligent based approach to islanding detection in distributed generation IEEE Trans Power Deliv 22 2 2007 825 835
9. Kunte SR, Gao W. Comparison and review of islanding detection techniques for distributed energy resources. IEEE, Conference; 2008, 1-8.
10. Kazemi Karegar H, Shataee A. Islanding detection of wind farms by THD. IEEE Conf. DRPT 2008 Nanjing China, Digital Code: 978-7-900714-13-8/08/2008 DRPT; April 2008. 6-9.
11. Aljankawey AS, Liu Ning, Chang L. A New Passive Islanding Detection Scheme for Distributed Generation Systems Based on Wavelets. Energy Conversion Congress and Exposition (ECCE) Conference; 2012 IEEE, 15-20 Sept. 2012. p. 4378-82.
12. N. Widanagama, D. Athula, and A. Rajapakse Pattern-recognition approach for detecting power islands using transient signals-Part II: performance evaluation IEEE Trans Power Deliv 27 3 2012
13. H. Kazemi Karegar., and B. Sobhani Wavelet transform method for islanding detection of wind turbines Renewable Energy 38 2012 94 106
14. Prakash K. Ray., Soumya R. Mohanty, and Nand Kishor Disturbance detection in grid-connected distributed generation system using wavelet and S-transform Electric Power Syst Res 81 2011 805 819
15. H. Shayeghi, and B. Sobhani Zero NDZ assessment for anti-islanding protection using wavelet analysis and neuro-fuzzy system in inverter based distributed generation Energy Convers Manage 79 2014 616 625
16. Mehrdad Heidarin, Ghodratollah Seifossadat, and Morteza Razaz Application of decision tree and discrete wavelet transform for an optimized intelligent-based islanding detection method in distributed systems with distributed generations Renewable Sustainable Energy Rev 27 2013 525 532
17. Chao Kuei-Hsiang, Chiu Chia-Lung, Ching-Ju Li, and Chang Yu-Choung A novel neural network with simple learning algorithm for islanding phenomenon detection of photovoltaic systems Expert Syst Appl 38 2011 12107 12115
18. G. Hernández-González, and R. Iravani Current injection for active islanding detection of electronically-interfaced distributed resources IEEE Trans Power Deliv 21 3 2006 1698e705
19. H. Karimi, A. Yazdani, and R. Iravani Negative-sequence current injection for fast islanding detection of distributed resource unit IEEE Trans Power Deliv 23 1 2008 493e501
20. Hajir Pourbabak, and Ahad Kazemi A new technique for islanding detection using voltage phase angle of inverter-based DGs Electrical Power Energy Syst 57 2014 198 205
21. Funabashi T, Koyanagi K, Yokoyama R. A Review of Islanding Detection Methods for Distributed Resources. IEEE Bologna Power Tech Conference; 2003 June 23th -26th, Bologna, Italy.