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Volumn 30, Issue 6, 2015, Pages 3425-3436

Load Decomposition at Smart Meters Level Using Eigenloads Approach

Author keywords

Load decomposition; principal component analysis; S transform

Indexed keywords

ADVANCED METERING INFRASTRUCTURES; FACE RECOGNITION; MATHEMATICAL TRANSFORMATIONS; PRINCIPAL COMPONENT ANALYSIS; SMART METERS;

EID: 85027942118     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2014.2388193     Document Type: Article
Times cited : (56)

References (32)
  • 2
    • 0019478157 scopus 로고
    • Electric load curve synthesis-A computer simulation of an electric utility load shape
    • Jan.
    • C. W. Gellings and R. W. Taylor, "Electric load curve synthesis-A computer simulation of an electric utility load shape," IEEE Trans. Power App. Syst., vol. PAS-100, no. 1, pp. 60-65, Jan. 1981.
    • (1981) IEEE Trans. Power App. Syst. , vol.PAS-100 , Issue.1 , pp. 60-65
    • Gellings, C.W.1    Taylor, R.W.2
  • 3
    • 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
  • 4
    • 0033350934 scopus 로고    scopus 로고
    • Nonintrusive monitoring of electric loads
    • S. Drenker and A. Kader, "Nonintrusive monitoring of electric loads," IEEE Comput. Appl. Power, vol. 12, no. 4, pp. 47-51, 1999.
    • (1999) IEEE Comput. Appl. Power , vol.12 , Issue.4 , pp. 47-51
    • Drenker, S.1    Kader, A.2
  • 6
    • 34547667478 scopus 로고    scopus 로고
    • A novel method to construct taxonomy electrical appliances based on load signatures
    • H. Y. Lam, G. S. K. Fung, and W. K. Lee, "A novel method to construct taxonomy electrical appliances based on load signatures," IEEE Trans. Consumer Electron., vol. 53, no. 2, pp. 653-660, 2007.
    • (2007) IEEE Trans. Consumer Electron. , vol.53 , Issue.2 , pp. 653-660
    • Lam, H.Y.1    Fung, G.S.K.2    Lee, W.K.3
  • 7
    • 84897642995 scopus 로고    scopus 로고
    • An empirical investigation of V-I trajectory based load signatures for non-intrusive load monitoring
    • Mar.
    • T. Hassan, F. Javed, and N. Arshad, "An empirical investigation of V-I trajectory based load signatures for non-intrusive load monitoring," IEEE Trans. Smart Grid, vol. 5, no. 2, pp. 870-878, Mar. 2014.
    • (2014) IEEE Trans. Smart Grid , vol.5 , Issue.2 , pp. 870-878
    • Hassan, T.1    Javed, F.2    Arshad, N.3
  • 10
    • 84919932106 scopus 로고    scopus 로고
    • Home appliance load modeling from aggregated smart meter data
    • Jan.
    • Z. Guo, Z. Wang, and A. Kashani, "Home appliance load modeling from aggregated smart meter data," IEEE Trans. Power Syst., vol. 30, no. 1, pp. 254-262, Jan. 2015.
    • (2015) IEEE Trans. Power Syst. , vol.30 , Issue.1 , pp. 254-262
    • Guo, Z.1    Wang, Z.2    Kashani, A.3
  • 11
    • 84861865780 scopus 로고    scopus 로고
    • An event window based load monitoring technique for smart meters
    • M. Dong, P. C. Meira, W. Xu, and W. Freitas, "An event window based load monitoring technique for smart meters," IEEE Trans. Smart Grid, vol. 3, no. 2, pp. 787-796, 2012.
    • (2012) IEEE Trans. Smart Grid , vol.3 , Issue.2 , pp. 787-796
    • Dong, M.1    Meira, P.C.2    Xu, W.3    Freitas, W.4
  • 13
    • 84864391557 scopus 로고    scopus 로고
    • Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems
    • M. Figueiredo, A. De Almeida, and B. Ribeiro, "Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems," Neurocomputing, vol. 96, pp. 66-73, 2012.
    • (2012) Neurocomputing , vol.96 , pp. 66-73
    • Figueiredo, M.1    De Almeida, A.2    Ribeiro, B.3
  • 14
    • 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 and R. Zmeureanu, "Nonintrusive load disaggregation computer program to estimate the energy consumption of major end uses in residential buildings," Energy Convers. Manage., vol. 41, no. 13, pp. 1389-1403, 2000.
    • (2000) Energy Convers. Manage. , vol.41 , Issue.13 , pp. 1389-1403
    • Marceau, M.L.1    Zmeureanu, R.2
  • 15
    • 0033343493 scopus 로고    scopus 로고
    • Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses
    • L. Farinaccio and L. Zmeureanu, "Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses," Energy Build., vol. 30, no. 3, pp. 245-259, 1999.
    • (1999) Energy Build. , vol.30 , Issue.3 , pp. 245-259
    • Farinaccio, L.1    Zmeureanu, L.2
  • 16
    • 84900835927 scopus 로고    scopus 로고
    • A novel approach based on finite-state machines with fuzzy transitions for nonintrusive home appliance monitoring
    • May
    • P. Ducange, F. Marcelloni, and M. Antonelli, "A novel approach based on finite-state machines with fuzzy transitions for nonintrusive home appliance monitoring," IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 1185-1197, May 2014.
    • (2014) IEEE Trans. Ind. Informat. , vol.10 , Issue.2 , pp. 1185-1197
    • Ducange, P.1    Marcelloni, F.2    Antonelli, M.3
  • 17
    • 84859043194 scopus 로고    scopus 로고
    • A new measurement method for power signatures of nonintrusive demand monitoring and load identification
    • H.-H. Chang, K.-L. Chen, Y.-P. Tsai, and W.-J. Lee, "A new measurement method for power signatures of nonintrusive demand monitoring and load identification," IEEE Trans. Ind. Appl., vol. 48, no. 2, pp. 764-771, 2012.
    • (2012) IEEE Trans. Ind. Appl. , vol.48 , Issue.2 , pp. 764-771
    • Chang, H.-H.1    Chen, K.-L.2    Tsai, Y.-P.3    Lee, W.-J.4
  • 18
    • 84884566151 scopus 로고    scopus 로고
    • Particle-swarm-optimization-based nonintrusive demand monitoring and load identification in smart meters
    • Sep.
    • H.-H. Chang, L.-S. Lin, N. Chen, and W.-J. Lee, "Particle-swarm-optimization-based nonintrusive demand monitoring and load identification in smart meters," IEEE Trans. Ind. Appl., vol. 49, no. 5, pp. 2229-2236, Sep. 2013.
    • (2013) IEEE Trans. Ind. Appl. , vol.49 , Issue.5 , pp. 2229-2236
    • Chang, H.-H.1    Lin, L.-S.2    Chen, N.3    Lee, W.-J.4
  • 19
    • 84901357303 scopus 로고    scopus 로고
    • Power spectrum-based wavelet transform for non-intrusive demand monitoring and load identification
    • May-Jun.
    • H. Chang, K. Lian, Y. Su, and W. Lee, "Power spectrum-based wavelet transform for non-intrusive demand monitoring and load identification," IEEE Trans. Ind. Appl., vol. 50, no. 3, pp. 2081-2089, May-Jun. 2014.
    • (2014) IEEE Trans. Ind. Appl. , vol.50 , Issue.3 , pp. 2081-2089
    • Chang, H.1    Lian, K.2    Su, Y.3    Lee, W.4
  • 20
    • 77950187600 scopus 로고    scopus 로고
    • Load signature study-Part I: Basic concept, structure, and methodology
    • Apr.
    • J. Liang, S. K. K. Ng, G. Kendall, and J. W. M. Cheng, "Load signature study-Part I: Basic concept, structure, and methodology," IEEE Trans. Power Del., vol. 25, no. 2, pp. 551-560, Apr. 2010.
    • (2010) IEEE Trans. Power Del. , vol.25 , Issue.2 , pp. 551-560
    • Liang, J.1    Ng, S.K.K.2    Kendall, G.3    Cheng, J.W.M.4
  • 21
    • 77950189187 scopus 로고    scopus 로고
    • Load signature study-Part II: Disaggregation framework, simulation, and applications
    • Apr
    • J. Liang, S. K. K. Ng, G. Kendall, and J. W. M. Cheng, "Load signature study-Part II: Disaggregation framework, simulation, and applications," IEEE Trans. Power Del., vol. 25, no. 2, pp. 561-569, Apr. 2010.
    • (2010) IEEE Trans. Power Del. , vol.25 , Issue.2 , pp. 561-569
    • Liang, J.1    Ng, S.K.K.2    Kendall, G.3    Cheng, J.W.M.4
  • 22
    • 0030127735 scopus 로고    scopus 로고
    • Localization of the complex spectrum: The S transform
    • Apr.
    • R. G. Stockwell, L. Mansinha, and R. P. Lowe, "Localization of the complex spectrum: The S transform," IEEE Trans. Signal Process., vol. 44, no. 4, pp. 998-1001, Apr. 1996.
    • (1996) IEEE Trans. Signal Process. , vol.44 , Issue.4 , pp. 998-1001
    • Stockwell, R.G.1    Mansinha, L.2    Lowe, R.P.3
  • 24
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cognit. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cognit. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 26
    • 85028213640 scopus 로고    scopus 로고
    • Quantifying the impacts of time-based rates, enabling technology, and other treatments in consumer behavior studies
    • Jul.
    • B. Neenan, "Quantifying the impacts of time-based rates, enabling technology, and other treatments in consumer behavior studies," EPRI, Protocols and Guidelines, Jul. 2013.
    • (2013) EPRI, Protocols and Guidelines
    • Neenan, B.1
  • 28
    • 84890413378 scopus 로고    scopus 로고
    • Incorporating non-intrusive load monitoring into building level demand response
    • Dec.
    • D. He, W. Lin, N. Liu, R. G. Harley, and T. G. Habetler, "Incorporating non-intrusive load monitoring into building level demand response," IEEE Trans. Smart Grid, vol. 4, no. 4, pp. 1870-1877, Dec. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.4 , pp. 1870-1877
    • He, D.1    Lin, W.2    Liu, N.3    Harley, R.G.4    Habetler, T.G.5
  • 29
    • 85028195637 scopus 로고    scopus 로고
    • A framework for volt-VAR optimization in distribution systems
    • to be published
    • H. Ahmadi, J. R. Martí, and H. W. Dommel, "A framework for volt-VAR optimization in distribution systems," IEEE Trans. Smart Grid, to be published.
    • IEEE Trans. Smart Grid
    • Ahmadi, H.1    Martí, J.R.2    Dommel, H.W.3
  • 30
    • 84880304990 scopus 로고    scopus 로고
    • Linear power flow formulation based on a voltage-dependent load model
    • Jul.
    • J. R. Marti, H. Ahmadi, and L. Bashualdo, "Linear power flow formulation based on a voltage-dependent load model," IEEE Trans. Power Del., vol. 28, no. 3, pp. 1682-1690, Jul. 2013.
    • (2013) IEEE Trans. Power Del. , vol.28 , Issue.3 , pp. 1682-1690
    • Marti, J.R.1    Ahmadi, H.2    Bashualdo, L.3
  • 31
    • 0027595243 scopus 로고
    • Load representation for dynamic performance analysis of power systems
    • IEEE Task Force May
    • IEEE Task Force, "Load representation for dynamic performance analysis of power systems," IEEE Trans. Power Syst., vol. 8, no. 2, pp. 472-482, May 1993.
    • (1993) IEEE Trans. Power Syst. , vol.8 , Issue.2 , pp. 472-482
  • 32
    • 84866989917 scopus 로고    scopus 로고
    • Time frequency analysis and FPGA implementation of modified S-transform for de-noising
    • Jun.
    • B. Biswal, P. K. Dash, and M. Biswal, "Time frequency analysis and FPGA implementation of modified S-transform for de-noising," Int. J. Signal Process. Image Process. Pattern Recog., vol. 4, no. 2, pp. 119-136, Jun. 2011.
    • (2011) Int. J. Signal Process. Image Process. Pattern Recog. , vol.4 , Issue.2 , pp. 119-136
    • Biswal, B.1    Dash, P.K.2    Biswal, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.