메뉴 건너뛰기




Volumn 63, Issue 2, 2014, Pages 364-373

Electrical signal source separation via nonnegative tensor factorization using on site measurements in a smart home

Author keywords

Electrical signal disaggregation; Nonintrusive load monitoring; Nonnegative tensor factorization; Single channel source separation; Sparse coding

Indexed keywords

AUTOMATION; ELECTRIC LOAD MANAGEMENT; ENERGY EFFICIENCY; FACTORIZATION; INTELLIGENT BUILDINGS;

EID: 84892444173     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2013.2278596     Document Type: Article
Times cited : (89)

References (37)
  • 1
    • 0026970695 scopus 로고
    • Nonintrusive appliance load monitoring
    • Dec
    • G. W. Hart, "Nonintrusive appliance load monitoring," Proc. IEEE, vol. 80, no. 12, pp. 1870-1891, Dec. 1992
    • (1992) Proc. IEEE , vol.80 , Issue.12 , pp. 1870-1891
    • Hart, G.W.1
  • 2
    • 0026237284 scopus 로고
    • Using appliance signatures for monitoring residential loads at meter panel level
    • Oct
    • F. Sultanem, "Using appliance signatures for monitoring residential loads at meter panel level," IEEE Trans. Power Del., vol. 6, no. 4, pp. 1380-1385, Oct. 1991
    • (1991) IEEE Trans. Power Del , vol.6 , Issue.4 , pp. 1380-1385
    • Sultanem, F.1
  • 3
    • 70049117040 scopus 로고    scopus 로고
    • Feedback on household electricity consumption: A tool for saving energy?
    • C. Fischer, "Feedback on household electricity consumption: A tool for saving energy?" Energy Efficiency, vol. 1, no. 1, pp. 79-104, 2008
    • (2008) Energy Efficiency , vol.1 , Issue.1 , pp. 79-04
    • Fischer, C.1
  • 5
    • 65349129637 scopus 로고    scopus 로고
    • Nonintrusive load monitoring and diagnostics in power systems
    • Jul
    • S. R. Shaw, S. B. Leeb, L. K. Norford, and R. W. Cox, "Nonintrusive load monitoring and diagnostics in power systems," IEEE Trans. Instrum. Meas., vol. 57, no. 7, pp. 1445-1454, Jul. 2008
    • (2008) IEEE Trans. Instrum. Meas , vol.57 , Issue.7 , pp. 1445-1454
    • Shaw, S.R.1    Leeb, S.B.2    Norford, L.K.3    Cox, R.W.4
  • 6
    • 0031652789 scopus 로고    scopus 로고
    • Data extraction for effective non-intrusive identification of residential power loads
    • May
    • A. I. Cole and A. Albicki, "Data extraction for effective non-intrusive identification of residential power loads," in Proc. IEEE Conf. Instrum. Meas. Technol., vol. 2. May 1998, pp. 812-815
    • (1998) Proc. IEEE Conf. Instrum. Meas. Technol , vol.2 , pp. 812-815
    • Cole, A.I.1    Albicki, A.2
  • 7
    • 0033747416 scopus 로고    scopus 로고
    • Nonintrusive load disaggregation computer program to estimate the energy consumption of major end uses in residential buildings
    • M. Marceau and R. Zmeureanu, "Nonintrusive load disaggregation computer program to estimate the energy consumption of major end uses in residential buildings," Energy Convers. Manag., vol. 41, no. 13, pp. 1389-1403, 2000
    • (2000) Energy Convers. Manag , vol.41 , Issue.13 , pp. 1389-1403
    • Marceau, M.1    Zmeureanu, R.2
  • 9
    • 38149100320 scopus 로고    scopus 로고
    • At the flick of a switch: Detecting and classifying unique electrical events on the residential power line
    • S. N. Patel, T. Robertson, J. A. Kientz, M. S. Reynolds, and G. D. Abowd, "At the flick of a switch: Detecting and classifying unique electrical events on the residential power line," in Proc. Int. Conf. Ubiquitous Comput., 2007, pp. 271-288
    • (2007) Proc. Int. Conf. Ubiquitous Comput , pp. 271-288
    • Patel, S.N.1    Robertson, T.2    Kientz, J.A.3    Reynolds, M.S.4    Abowd, G.D.5
  • 10
    • 69249245302 scopus 로고    scopus 로고
    • On testing the electronic revenue energy meters
    • Sep
    • A. Ferrero, M. Faifer, and S. Salicone, "On testing the electronic revenue energy meters," IEEE Trans. Instrum. Meas., vol. 58, no. 9, pp. 3042-3049, Sep. 2009
    • (2009) IEEE Trans. Instrum. Meas , vol.58 , Issue.9 , pp. 3042-3049
    • Ferrero, A.1    Faifer, M.2    Salicone, S.3
  • 11
    • 60849091906 scopus 로고    scopus 로고
    • Advanced instrument for field calibration of electrical energy meters
    • Mar
    • A. Delle Femine, D. Gallo, C. Landi, and M. Luiso, "Advanced instrument for field calibration of electrical energy meters," IEEE Trans. Instrum. Meas., vol. 58, no. 3, pp. 618-625, Mar. 2009
    • (2009) IEEE Trans. Instrum. Meas , vol.58 , Issue.3 , pp. 618-625
    • Delle Femine, A.1    Gallo, D.2    Landi, C.3    Luiso, M.4
  • 12
    • 85162050500 scopus 로고    scopus 로고
    • Energy disaggregation via discriminative sparse coding
    • J. Lafferty, C. K. I. Williams, J. Shawe-Taylor, R. Zemel, and A. Culotta, Eds. Cambridge, MA, USA: MIT Press
    • J. Zico Kolter, S. Batra, and A. Ng, "Energy disaggregation via discriminative sparse coding," in Advances in Neural Information Processing Systems, vol. 23, J. Lafferty, C. K. I. Williams, J. Shawe-Taylor, R. Zemel, and A. Culotta, Eds. Cambridge, MA, USA: MIT Press, 2010, pp. 1153-1161
    • (2010) Advances in Neural Information Processing Systems , vol.23 , pp. 1153-1161
    • Zico Kolter, J.1    Batra, S.2    Ng, A.3
  • 13
    • 79953198933 scopus 로고    scopus 로고
    • Nonintrusive appliance load monitoring: Review and outlook
    • Feb
    • M. Zeifman and K. Roth, "Nonintrusive appliance load monitoring: Review and outlook," IEEE Trans. Consumer Electron., vol. 57, no. 1, pp. 76-84, Feb. 2011
    • (2011) IEEE Trans. Consumer Electron , vol.57 , Issue.1 , pp. 76-84
    • Zeifman, M.1    Roth, K.2
  • 14
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • T. G. Kolda and B. W. Bader, "Tensor decompositions and applications," SIAM Rev., vol. 51, no. 3, pp. 455-500, 2009
    • (2009) SIAM Rev , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 17
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • A. J. Bell and T. J. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Comput., vol. 7, no. 6, pp. 1129-1159, 1995
    • (1995) Neural Comput , vol.7 , Issue.6 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 19
    • 0031122399 scopus 로고    scopus 로고
    • Infomax and maximum likelihood for blind source separation
    • Apr
    • J. Cardoso, "Infomax and maximum likelihood for blind source separation," IEEE Signal Process. Lett., vol. 4, no. 4, pp. 112-114, Apr. 1997
    • (1997) IEEE Signal Process. Lett , vol.4 , Issue.4 , pp. 112-114
    • Cardoso, J.1
  • 20
    • 0042593022 scopus 로고    scopus 로고
    • Blind source separation: A new pre-processing tool for rotating machines monitoring?
    • Jun
    • G. Gelle, M. Colas, and C. Serviere, "Blind source separation: A new pre-processing tool for rotating machines monitoring?" IEEE Trans. Instrum. Meas., vol. 52, no. 3, pp. 790-795, Jun. 2003
    • (2003) IEEE Trans. Instrum. Meas , vol.52 , Issue.3 , pp. 790-795
    • Gelle, G.1    Colas, M.2    Serviere, C.3
  • 21
    • 8344232372 scopus 로고    scopus 로고
    • A maximum likelihood approach to singlechannel source separation
    • G. Jang and T. Lee, "A maximum likelihood approach to singlechannel source separation," J. Mach. Learn. Res., vol. 4, nos. 7-8, pp. 1365-1392, 2003
    • (2003) J. Mach. Learn. Res , vol.4 , Issue.7-8 , pp. 1365-1392
    • Jang, G.1    Lee, T.2
  • 24
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and applications
    • A. Hyvärinen and E. Oja, "Independent component analysis: Algorithms and applications," Neural Netw., vol. 13, nos. 4-5, pp. 411-430, 2000
    • (2000) Neural Netw , vol.13 , Issue.4-5 , pp. 411-430
    • Hyvärinen, A.1    Oja, E.2
  • 25
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by nonnegative matrix factorization
    • Oct
    • D. D. Lee and H. S. Seung, "Learning the parts of objects by nonnegative matrix factorization," Nature, vol. 401, pp. 788-791, Oct. 1999
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 26
    • 77953293250 scopus 로고    scopus 로고
    • Digital image stabilization by independent component analysis
    • Jul
    • A. A. Amanatiadis and I. Andreadis, "Digital image stabilization by independent component analysis," IEEE Trans. Instrum. Meas., vol. 59, no. 7, pp. 1755-1763, Jul. 2010
    • (2010) IEEE Trans. Instrum. Meas , vol.59 , Issue.7 , pp. 1755-1763
    • Amanatiadis, A.A.1    Andreadis, I.2
  • 27
    • 77950917110 scopus 로고    scopus 로고
    • Separation of gas-liquid two-phase flow through independent component analysis
    • May
    • Y. Xu, H. Wang, Z. Cui, F. Dong, and Y. Yan, "Separation of gas-liquid two-phase flow through independent component analysis," IEEE Trans. Instrum. Meas., vol. 59, no. 5, pp. 1294-1302, May 2010
    • (2010) IEEE Trans. Instrum. Meas , vol.59 , Issue.5 , pp. 1294-1302
    • Xu, Y.1    Wang, H.2    Cui, Z.3    Dong, F.4    Yan, Y.5
  • 28
    • 79955095098 scopus 로고    scopus 로고
    • About nonnegative matrix factorization: On the posrank approximation
    • A. Dobnikar, U. Lotric, and B. Ster, Eds. Berlin Heidelberg, Germany: Springer- Verlag
    • A. Almeida, "About nonnegative matrix factorization: On the posrank approximation," in Adaptive and Natural Computing Algorithms (Lecture Notes in Computer Science), vol. 6594, A. Dobnikar, U. Lotric, and B. Ster, Eds. Berlin Heidelberg, Germany: Springer-Verlag, 2011, pp. 295-304
    • (2011) Adaptive and Natural Computing Algorithms (Lecture Notes in Computer Science , vol.6594 , pp. 295-304
    • Almeida, A.1
  • 29
    • 76249122746 scopus 로고    scopus 로고
    • Extracting discriminative features using non-negative matrix factorization in financial distress data
    • M. Kolehmainen, P. Toivanen, and B. Beliczynski, Eds. Berlin Heidelberg, Germany: Springer- Verlag
    • B. Ribeiro, C. Silva, A. Vieira, and J. Neves, "Extracting discriminative features using non-negative matrix factorization in financial distress data," in Adaptive and Natural Computing Algorithms (Lecture Notes in Computer Science), vol. 5495, M. Kolehmainen, P. Toivanen, and B. Beliczynski, Eds. Berlin Heidelberg, Germany: Springer-Verlag, 2009, pp. 537-547
    • (2009) Adaptive and Natural Computing Algorithms (Lecture Notes in Computer Science , vol.5495 , pp. 537-547
    • Ribeiro, B.1    Silva, C.2    Vieira, A.3    Neves, J.4
  • 33
    • 84898964201 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • Cambridge, MA, USA: MIT Press
    • D. D. Lee and H. S. Seung, "Algorithms for non-negative matrix factorization," in Advances in Neural Information Processing Systems, vol. 13. Cambridge, MA, USA: MIT Press, 2001, pp. 556-562
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 556-562
    • Lee, D.D.1    Seung, H.S.2
  • 34
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • Aug
    • P. O. Hoyer, "Non-negative matrix factorization with sparseness constraints," J. Mach. Learn. Res., vol. 5, pp. 1457-1469, Aug. 2004
    • (2004) J. Mach. Learn. Res , vol.5 , pp. 1457-1469
    • Hoyer, P.O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.