Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 4340-4343

  Jin, Yuanwei ^a   Tebekaemi, Eniye ^a   Berges, Mario ^b   Soibelman, Lucio ^b  

^a UNIVERSITY OF MARYLAND EASTERN SHORE   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Event Detection; Goodness of Fit

Indexed keywords

CLOSED FORM; DATA WINDOWS; DECISION THRESHOLD; ENERGY AWARE; EVENT DETECTION; GENERALIZED LIKELIHOOD RATIO DETECTORS; GOODNESS OF FIT; NONINTRUSIVE LOAD MONITORING; POWER DATA; RESIDENTIAL BUILDING; ROBUST ADAPTIVE;

SIGNAL DETECTION; SPEECH COMMUNICATION;

DETECTORS;

EID: 80051649393     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947314     Document Type: Conference Paper

References (7)

1. C. Laughman, K. Lee, R. Cox, S. Shaw, S. Leeb, L. Norford, and P. Armstrong, "Power signature analysis," IEEE Power and Energy Mag., pp. 56-63, March/April 2003.
2. S. Shaw, S. Leeb, L. Norford, and P. Armstrong, "Non-intrusive load monitoring and diagnostic in power systems," IEEE Transactions on Instrumentation and Measurement, vol. 57, no. 7, pp. 1445-1454, July 2008.
3. N. Vaswani, "The modified cusum algorithm for slow and drastic change detection in general hmms with unknown change parameters," in ICASSP'05, vol. 4. IEEE, 2005, pp. 701-704.
4. "Practical definitions for powers in systems with nonsinusoidal waveforms and unbalanced loads: A decision (ieee working group on nonsinusoidal situations)," IEEE Transactions on Power Delivery, vol. 11, no. 1, pp. 79-87, January 1996.
5. 2 test of goodness of fit," Annals of Math. Stat., vol. 23, pp. 315-415, 1952.
6. 2 tests for goodness of fit," Annals of Math. Stat., vol. 25, no. 3, pp. 579-586, 1954.
7. R. V. Hogg and A. Craig, Introduction to Mathematical Statistics. Upper Saddle River, NJ: Prentice Hall, 1994.