Neuro-fuzzy islanding detection in distributed generation

2012 IEEE Innovative Smart Grid Technologies - Asia, ISGT Asia 2012

Volumn , Issue , 2012, Pages

  Bitaraf, Hamideh ^a   Sheikholeslamzadeh, Mohsen ^a,b   Ranjbar, Ali Mohammad ^a   Mozafari, Babak ^a,c  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^b UNIVERSITY OF WESTERN ONTARIO   (Canada)

^c ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

Adaptive Neuro Fuzzy Interface System (ANFIS); Data mining; Distributed generation; Fuzzy Logic; Islanding detection; Non Detection Zones (NDZ); Passive schemes

Indexed keywords

ACTIVE POWER; ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; DIFFERENT DISTRIBUTIONS; DISTRIBUTION SYSTEMS; INTERFACE SYSTEM; ISLANDING DETECTION; ISLANDING DETECTION METHODS; LOW COSTS; MAIN GROUP; MATLAB- SOFTWARE; NEURO-FUZZY; NON DETECTION ZONES; PASSIVE SCHEMES; PASSIVE SYSTEMS; PASSIVE TECHNIQUE; PENETRATION LEVEL; POINT OF COMMON COUPLING;

DATA MINING; ELECTRIC FAULT CURRENTS; FUZZY LOGIC; LOCAL AREA NETWORKS; MATLAB; SMART POWER GRIDS;

DISTRIBUTED POWER GENERATION;

EID: 84868573119     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISGT-Asia.2012.6303292     Document Type: Conference Paper

References (16)

1. P. Barker, and R. W. de Mello, "Determining the impact of distributed generation on power systems: Part 1-radial power systems," IEEE Power Eng. Soc. Summer Meeting, Jul. 16-20 2000, vol. 3, pp. 1645- 1658.
2. W. Xu, K. Mauch, amd S. Martel. (2004 Jul.). An assessment of DG islanding detection methods and issues for Canada, CANMET Energy Technology Center-Varennes Natural Resources Canada, Varennes, QC, Tech. Rep. CETC-Varennes 2004-074 (TR).
3. A. Greenwood, Electrical Transients in Power Systems, Wiley, New York, 1971.
4. A. Dysko, C. Booth, O. Anaya-Lara, and G. M. Burt, "Reducing unnecessary disconnection of renewable generation from the power system", IET Renewable Power Generation, vol. 1, no. 1, pp. 41-48, Mar. 2007.
5. T. Funabashi, K. Koyanagi, and R. Yokoyama, "A review of islanding detection methods for distributed resources," in Proc. IEEE Bologna Power Tech Conf, Bologna, Italy, Jun. 23-26, 2003, vol. 2, pp. 23-26.
6. J. Yin, L. Chang, and C. Diduch, "Recent development in islanding detection for distributed power generation," in Proc. Large Engineering Systems Conf Power Engineering, Jul. 28-30, 2004, pp. 124-128.
7. S. K. Salman, D. J. King, and G. Weller, "New loss of mains detection algorithm for embedded generation using rate of change of voltage and changes in power factors," in Proc. Developments in Power System Protection Conf, 2001, pp. 82-85.
8. W. Freitas, Z. Huang, and W. Xu, "A practical method for assessing the effectiveness of vector surge relays for distribute generation applications, "IEEE Trans. Power Del., vol. 20, no. 1, pp. 57-63, Jan. 2005.
9. W. Freitas, W. Xu, C. M. Affonso, and Z. Huang, "Comparative analysis between ROCOF and vector surge relays for distributed generation applications," IEEE Trans. Power Del. , vol. 20, no. 2, Pt. 2, pp.1315-1324, Apr. 2005.
10. G. Hung, C. Chang, and C. Chen, "Automatic phase-shift method for islanding detection of grid-connected photovoltaic inverter," IEEE Trans. Energy Conversion., vol. 18, no. 1, pp. 169-173, Mar. 2003.
11. J. C. Vicira, W. Freitas, W. Xu, A. Moriduch, and L. Elato, "Performance of frequency relays for distributed generation protection," IEEE Trans. Power Del. , vol. 21, no. 3, pp. 1120-1127, Jul 2006
12. J. Yin, C. P. Diduch, and L. Chang, "Islanding detection using proportional power spectral density," IEEE Trans. Power Del, vol. 23, no. 2,pp. 776-784, Apr. 2008.
13. K. El-Arroudi, G. Joos, I. Kamwa, and D. T. McGillis, "Intelligent based approach to islanding detection in distributed generation," IEEE Trans. Power Del. , vol. 22, no. 2, pp. 828-835, Apr. 2007.
14. K. El-Arroudi, G. Joos, "Data mining approach to threshold settings of islanding relays in distributed generation," IEEE Trans. Power Del., vol. 22, no. 3, pp. 112-1119, Aug. 2007.
15. S.R. Samantaray, K. El-Arroudi, G. Joos, I. Kamwa, and D. T. McGillis, "A fuzzy mle-based approach for islanding detection in distributed generation," IEEE Trans. Power Del. , vol. 25, no. 3, pp. 1427-1433, July. 2011.
16. Fuzzy Logic Toolbox for Use with MATLAB, Natick, MA: The Math Works Inc., 2011.