Event detection for load disaggregation in Smart Metering

2013 4th IEEE/PES Innovative Smart Grid Technologies Europe, ISGT Europe 2013

Volumn , Issue , 2013, Pages

  Milioudis, A N ^a   Andreou, G T ^a   Katsanou, V N ^a   Sgouras, K I ^a   Labridis, D P ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

Event detection; load disaggregation; non intrusive load monitoring (NILM); smart metering

Indexed keywords

DISAGGREGATION; ELECTRICAL POWER SYSTEM; ENERGY CONSUMPTION MEASUREMENTS; EVENT DETECTION; MEASURED ENERGY CONSUMPTION; NONINTRUSIVE LOAD MONITORING; SMART METERING; STRATEGIC DECISIONS;

ELECTRIC MEASURING INSTRUMENTS; ENERGY UTILIZATION;

SMART POWER GRIDS;

EID: 84893583294     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISGTEurope.2013.6695369     Document Type: Conference Paper

References (15)

1. P. Palensky and D. Dietrich, "Demand side management: Demand response, intelligent energy systems, and smart loads," Industrial Informatics, IEEE Transactions on, vol. 7, no. 3, pp. 381-388, 2011.
2. P. Wang, J. Huang, Y. Ding, P. Loh, and L. Goel, "Demand side load management of smart grids using intelligent trading/metering/ billing system," in PowerTech, 2011 IEEE Trondheim, 2011, pp. 1-6.
3. P. Yi, X. Dong, A. Iwayemi, C. Zhou, and S. Li, "Real-time opportunistic scheduling for residential demand response," Smart Grid, IEEE Transactions on, vol. 4, no. 1, pp. 227-234, 2013.
4. Y. Ozturk, D. Senthilkumar, S. Kumar, and G. Lee, "An intelligent home energy management system to improve demand response," Smart Grid, IEEE Transactions on, vol. 4, no. 2, pp. 694-701, 2013.
5. J. Liang, S. K. K. Ng, G. Kendall, and J. W. M. Cheng, "Load signature study - part i: Basic concept, structure, and methodology," Power Delivery, IEEE Transactions on, vol. 25, no. 2, pp. 551-560, 2010.
6. G. Hart, "Nonintrusive appliance load monitoring," Proceedings of the IEEE, vol. 80, no. 12, pp. 1870-1891, 1992. (Pubitemid 23612231)
7. C. Laughman, K. Lee, R. Cox, S. Shaw, S. Leeb, L. Norford, and P. Armstrong, "Power signature analysis," Power and Energy Magazine, IEEE, vol. 1, no. 2, pp. 56-63, 2003.
8. A. S. Bouhouras, A. N. Milioudis, G. T. Andreou, and D. P. Labridis, "Load signatures improvement through the determination of a spectral distribution coefficient for load identification," in European Energy Market (EEM), 2012 9th International Conference on the, 2012, pp. 1-6.
9. A. S. Bouhouras, G. T. Andreou, A. N. Milioudis, and D. P. Labridis, "Signature of residential low voltage loads," in Industrial Technology (ICIT), 2012 IEEE International Conference on, 2012, pp. 89-94.
10. H.-H. Chang, K.-L. Chen, Y.-P. Tsai, and W. jen Lee, "A new measurement method for power signatures of nonintrusive demand monitoring and load identification," Industry Applications, IEEE Transactions on, vol. 48, no. 2, pp. 764-771, 2012.
11. H.-H. Chang, C.-L. Lin, and H.-T. Yang, "Load recognition for different loads with the same real power and reactive power in a non-intrusive load-monitoring system," in Computer Supported Cooperative Work in Design, 2008. CSCWD 2008. 12th International Conference on, 2008, pp. 1122-1127.
12. W. Chan, A. T. P. So, and L. Lai, "Harmonics load signature recognition by wavelets transforms," in Electric Utility Deregulation and Restructuring and Power Technologies, 2000. Proceedings. DRPT 2000. International Conference on, 2000, pp. 666-671.
13. H.-H. Chang, C.-L. Lin, and J.-K. Lee, "Load identification in nonintrusive load monitoring using steady-state and turn-on transient energy algorithms," in Computer Supported Cooperative Work in Design (CSCWD), 2010 14th International Conference on, 2010, pp. 27-32.
14. L. Eguiluz, M. Manana, and J. C. Lavandero, "Voltage distortion influence on current signatures in nonlinear loads," in Power Engineering Society Summer Meeting, 2000. IEEE, vol. 2, 2000, pp. 1165-1170 vol. 2.
15. Cassandra official website. [Online]. Available: http://www.cassandra- fp7.eu/