An inference framework for detection of home appliance activation from voltage measurements

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

Volumn , Issue , 2014, Pages 6033-6037

  You, Zeyu ^a   Raich, Raviv ^a   Huang, Yonghong ^b  

^a Oregon State University   (United States)

^b INTEL CORPORATION   (United States)

Author keywords

Blind joint delay estimation; detection; home energy management

Indexed keywords

ALGORITHMS; DOMESTIC APPLIANCES; ERROR DETECTION; OPTIMAL SYSTEMS; TIME DELAY;

AUTOMATIC DETECTION; DELAY ESTIMATION; DETECTION PROBLEMS; GLOBAL OPTIMAL SOLUTIONS; GROUND TRUTH DATA; HOME ENERGY MANAGEMENTS; OPTIMAL SOLUTIONS; VOLTAGE WAVEFORMS;

CHEMICAL ACTIVATION;

EID: 84905252081     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2014.6854762     Document Type: Conference Paper

References (14)

1. Sara Deilami, Amir S Masoum, Paul S Moses, and Mohammad AS Masoum, "Real-time coordination of plug-in electric vehicle charging in smart grids to minimize power losses and improve voltage profile, " Smart Grid, IEEE Transactions on, vol. 2, no. 3, pp. 456-467, 2011.
2. Jon Froehlich, Eric Larson, Sidhant Gupta, Gabe Cohn, Matthew Reynolds, and Shwetak Patel, "Disaggregated enduse energy sensing for the smart grid, " Pervasive Computing, IEEE, vol. 10, no. 1, pp. 28-39, 2011.
3. Sidhant Gupta, Matthew S Reynolds, and Shwetak N Patel, "ElectriSense: Single-point sensing using EMI for electrical event detection and classification in the home, " in Proceedings of the 12th ACM international conference on Ubiquitous computing. ACM, 2010, pp. 139-148.
4. Christopher Laughman, Kwangduk Lee, Robert Cox, Steven Shaw, Steven Leeb, Les Norford, and Peter Armstrong, "Power signature analysis, " Power and Energy Magazine, IEEE, vol. 1, no. 2, pp. 56-63, 2003.
5. Peter Welch, "The use of fast fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms, " Audio and Electroacoustics, IEEE Transactions on, vol. 15, no. 2, pp. 70-73, 1967.
6. George William Hart, "Nonintrusive appliance load monitoring, " Proceedings of the IEEE, vol. 80, no. 12, pp. 1870-1891, 1992.
7. G Clifford Carter, "Coherence and time delay estimation, " Proceedings of the IEEE, vol. 75, no. 2, pp. 236-255, 1987.
8. Aline Cabasson and Olivier Meste, "Time delay estimation: A new insight into the Woody's method, " Signal Processing Letters, IEEE, vol. 15, pp. 573-576, 2008.
9. Donatello Telesca and Lurdes Y T Inoue, "Bayesian hierarchical curve registration, " Journal of the American Statistical Association, vol. 103, no. 481, pp. 328-339, 2008.
10. Dmitriy A Katz-Rogozhnikov, Kush R Varshney, Aleksandra Mojsilovic, and Moninder Singh, "MCMC inference of the shape and variability of time-response signals, " in Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. IEEE, 2011, pp. 3956-3959.
11. Steven M Kay, Fundamentals of statistical signal processing: Detection theory, Prentice-hall, 1998.
12. Jan Sijbers and AJ Den Dekker, "Maximum likelihood estimation of signal amplitude and noise variance from MR data, " Magnetic Resonance in Medicine, vol. 51, no. 3, pp. 586-594, 2004.
13. Ronald A Iltis and Laurence Mailaender, "An adaptive multiuser detector with joint amplitude and delay estimation, " Selected Areas in Communications, IEEE Journal on, vol. 12, no. 5, pp. 774-785, 1994.
14. John Adrian Bondy and U. S. R. Murty, Graph Theory with Applications, North-Holland, 1976.