Load signatures improvement through the determination of a spectral distribution coefficient for load identification

9th International Conference on the European Energy Market, EEM 12

Volumn , Issue , 2012, Pages

  Bouhouras, A S ^a   Milioudis, A N ^a   Andreou, G T ^a   Labridis, D P ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

Load signatures; LV appliances; NILM algorithm; spectral analysis

Indexed keywords

CURRENT MAGNITUDES; HARMONIC BEHAVIOR; LOAD IDENTIFICATION; LOAD SIGNATURES; LOW-VOLTAGE; NONINTRUSIVE LOAD MONITORING; SPECTRAL DISTRIBUTION; STEADY STATE;

ALGORITHMS; COMMERCE; ELECTRIC APPLIANCES; ELECTRIC LOAD MANAGEMENT; SPECTRUM ANALYSIS;

CRYPTOGRAPHY;

EID: 84866791605     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EEM.2012.6254662     Document Type: Conference Paper

References (11)

1. A. S. Bouhouras, G. T. Andreou, D. P. Labridis and A. G. Bakirtzis, "Selective Automation Upgrade in Distribution Networks Towards a Smarter Grid", IEEE Trans. on Smart Grid, vol. 1, issue 3, pp. 278-285, Dec. 2010.
2. G.W. Hart, "Nonintrusive Appliance Load Monitor," Proceedings of the IEEE, vol. 80, no. 12, pp. 1870-1891, Dec. 1992.
3. H. H. Chang, C. L. Lin and H. T. Yang, "Load recognition for different loads with the same real power and reactive power in non-intrusive load-monitoring system", Proceedings in CSCWD Conference, pp. 1122-1127, 16-18 April, 2008.
4. C. Laughman, K. Lee, R. Cox, S. Shaw, S. Leeb, L. Norford and P. Armstrong, "Power Signature Analysis", in IEEE Power and Energy Magazine, vol. 1, issue 2, pp. 56-63, Mar-Apr 2003.
5. Y. H. Lin, M. S. Tsai, "A novel feature extraction method for the development of nonintrusive load monitoring system based on BP-ANN", Proceedings on 3CA International Symposium, pp. 215-218, 7-7 May, 2010.
6. H. T. Yang, H. H. Chang and C. L. Lin, "Design a Neural Network for Features Selection in Non-intrusive Monitoring of Industrial Monitoring Electrical Loads", Proceedings on CSCWD Conference, pp. 1022-1027, 26-28 April, 2007.
7. K. K. Simon, J. Liang, W.M. John, "Automatic appliance load signature identification by statistical clustering", Proceedings in APSCOM Conference, 8-11 Nov. 2009.
8. H. H. Chang, K. L. Chen, Y. P. Tsai, W. J. Lee, "A New Measurement Method foe Power Signatures of Non-Intrusive Demand Monitoring and Load Identification", IEEE Trans. on Industry Applications, vol. PP, isuue 99, Dec. 2011.
9. L. I. Eguiluz, M. Manana, J. C. Lavandero, "Voltage distortion influence on current signatures in nonlinear loads", in IEEE Power Engineering Society Summer Meeting, vol. 2, pp. 1165-1170, 16-20 Jul. 2000.
10. Z. Wang, G. Zheng, "A new method for non-intrusive data extraction and classification of residential appliances", Proceedings in Control and Decision Conference, pp. 2196-2201, 23-25 May, 2011.
11. A. Ramalingam, S. Krishnan, "Gaussian Mixture Modeling of Short-Time Fourier Trasform Features for Audio Fingerprinting", IEEE Trans. on Information Forensics and Security, vol. 1, issue 4, pp. 457-463, Dec. 2006.