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Volumn 58, Issue 1, 2012, Pages 23-31

Disaggregation of home energy display data using probabilistic approach

Author keywords

appliances; disaggregation algorithm; energy management; power draw; signal features

Indexed keywords

DISAGGREGATION; ELECTRICITY-CONSUMPTION; END-USES; ENERGY DISPLAYS; ENERGY SAVING POTENTIAL; HOME ENERGY MANAGEMENTS; LINEARLY PROPORTIONAL; POWER DRAW; PROBABILISTIC APPROACHES; SIGNAL FEATURES; SIMULATION EXAMPLE;

EID: 84859094259     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2012.6170051     Document Type: Article
Times cited : (133)

References (33)
  • 4
    • 78149274300 scopus 로고    scopus 로고
    • Aero: Extraction of user's activities from electric power consumption data
    • H. S. Cho; T. Yamazaki, H. Minsoo, "AERO: extraction of user's activities from electric power consumption data," IEEE Trans. Consumer Electron., Vol. 56, no. 3, pp. 2011-2018, 2010.
    • (2010) IEEE Trans. Consumer Electron. , vol.56 , Issue.3 , pp. 2011-2018
    • Cho, H.S.1    Yamazaki, T.2    Minsoo, H.3
  • 5
    • 0026970695 scopus 로고
    • Nonintrusive appliance load monitoring
    • G. W. Hart, "Nonintrusive Appliance Load Monitoring," Proceedings of the IEEE, Vol. 80, pp. 1870-1891, 1992.
    • (1992) Proceedings of the IEEE , vol.80 , pp. 1870-1891
    • Hart, G.W.1
  • 6
    • 79953198933 scopus 로고    scopus 로고
    • Nonintrusive appliance load monitoring: Review and outlook
    • M. Zeifman, K. Roth, "Nonintrusive Appliance Load Monitoring: Review and Outlook," IEEE Trans. Consumer Electron., Vol. 57, no. 1, pp. 76-84, 2011.
    • (2011) IEEE Trans. Consumer Electron. , vol.57 , Issue.1 , pp. 76-84
    • Zeifman, M.1    Roth, K.2
  • 8
    • 84859028073 scopus 로고    scopus 로고
    • personal communication
    • Caroline Duvier, Fraunhofer CSE, personal communication, 2011.
    • (2011) Fraunhofer CSE
    • Duvier, C.1
  • 9
    • 0033350934 scopus 로고    scopus 로고
    • Nonintrusive monitoring of electric loads
    • DOI 10.1109/67.795138
    • S. Drenker, A. Kader, "Nonintrusive Monitoring of Electric Loads," IEEE Computer Applications in Power, pp. 47-51, October, 1999. (Pubitemid 30524310)
    • (1999) IEEE Computer Applications in Power , vol.12 , Issue.4 , pp. 47-51
    • Drenker, S.1    Kader, A.B.2
  • 11
    • 0027845874 scopus 로고
    • Correcting dependent errors in sequences generated by finite-state processes
    • G. W. Hart, "Correcting Dependent Errors in Sequences Generated by Finite-State Processes," IEEE Transactions on Information Theory, Vol. 39, pp. 1249-1260, 1993.
    • (1993) IEEE Transactions on Information Theory , vol.39 , pp. 1249-1260
    • Hart, G.W.1
  • 14
    • 0033343493 scopus 로고    scopus 로고
    • Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses
    • DOI 10.1016/S0378-7788(99)00007-9
    • L. Farinaccio, R. Zmeureanu, "Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses," Energy and Buildings, vol. 30, pp. 245-259, 1999. (Pubitemid 30509852)
    • (1999) Energy and Buildings , vol.30 , Issue.3 , pp. 245-259
    • Farinaccio, L.1    Zmeureanu, R.2
  • 15
    • 0033747416 scopus 로고    scopus 로고
    • Nonintrusive load disaggregation computer program to estimate the energy consumption of major end uses in residential buildings
    • M. L. Marceau, R. Zmeureanu., "Nonintrusive Load Disaggregation Computer Program to Estimate the Energy Consumption of Major End Uses in Residential Buildings," Energy Conversion & Management, Vol. 41, pp. 1389-1403, 2000.
    • (2000) Energy Conversion & Management , vol.41 , pp. 1389-1403
    • Marceau, M.L.1    Zmeureanu, R.2
  • 16
    • 70350187399 scopus 로고    scopus 로고
    • Non-intrusive appliance load monitoring based on an optical sensor
    • Bologna
    • M. Baranski, J. Voss, "Non-Intrusive Appliance Load Monitoring Based on an Optical Sensor," EEE Power Tech Conference, Bologna, 2003.
    • (2003) EEE Power Tech Conference
    • Baranski, M.1    Voss, J.2
  • 18
    • 19544376984 scopus 로고    scopus 로고
    • Detecting patterns of appliances from total load data using a dynamic programming approach,"fourth
    • M. Baranski, J. Voss, "Detecting Patterns of Appliances from Total Load Data Using a Dynamic Programming Approach,"Fourth IEEE International Conference on Data Mining (ICDM'04), 2004.
    • (2004) IEEE International Conference on Data Mining (ICDM'04)
    • Baranski, M.1    Voss, J.2
  • 21
    • 0031268341 scopus 로고    scopus 로고
    • Factorial hidden markov models
    • Z. Ghahramani and M. I. Jordan, "Factorial hidden Markov models," Machine Learning, vol. 29, pp. 245-273, 1997. (Pubitemid 127510040)
    • (1997) Machine Learning , vol.29 , Issue.2-3 , pp. 245-273
    • Ghahramani, Z.1    Jordan, M.I.2
  • 23
    • 22944474285 scopus 로고    scopus 로고
    • On the slow convergence of em and VBEM in low-noise linear models
    • DOI 10.1162/0899766054322991
    • K. B. Petersen, O. Winther, and L. K. Hansen, "On the slow convergence of EM and TOEM in low-noise linear models," Neural Computation, vol. 17, pp. 1921-1926, 2005. (Pubitemid 41053630)
    • (2005) Neural Computation , vol.17 , Issue.9 , pp. 1921-1926
    • Petersen, K.B.1    Winther, O.2    Hansen, L.K.3
  • 26
  • 27
    • 77953358593 scopus 로고    scopus 로고
    • A novel wind speed modeling approach using atmospheric pressure observations and hidden markov models
    • F. O. Hocaoglu, O. N. Gerek, M. Kurban, "A novel wind speed modeling approach using atmospheric pressure observations and hidden Markov models," J. Wind Eng. Ind. Aerodyn. Vol. 98, pp. 472, 2010.
    • (2010) J. Wind Eng. Ind. Aerodyn. , vol.98 , pp. 472
    • Hocaoglu, F.O.1    Gerek, O.N.2    Kurban, M.3
  • 28
    • 0022594196 scopus 로고
    • An introduction to hidden markov models
    • L. R. Rabiner, B. H. Juang, "An introduction to hidden Markov models," IEEE ASSP Magazine vol. 3, p. 4, 1986.
    • (1986) IEEE ASSP Magazine , vol.3 , pp. 4
    • Rabiner, L.R.1    Juang, B.H.2
  • 29
    • 0024169938 scopus 로고
    • Extended viterbi algorithm for second order hidden markov process
    • Y. He, "Extended Viterbi algorithm for second order hidden Markov process," International Conference on Pattern Recognition, pp. 718-720, 1988.
    • (1988) International Conference on Pattern Recognition , pp. 718-720
    • He, Y.1
  • 33
    • 0001515857 scopus 로고
    • The likelihood ratio test for a change-point in simple linear regression
    • H-J Kim, D. Siegmund, "The Likelihood Ratio Test for a Change-Point in Simple Linear Regression," Biometrika 76, pp. 409-423, 1989.
    • (1989) Biometrika , vol.76 , pp. 409-423
    • Kim, H.-J.1    Siegmund, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.