메뉴 건너뛰기




Volumn , Issue , 2013, Pages 1083-1088

Automatic power load event detection and appliance classification based on power harmonic features in nonintrusive appliance load monitoring

Author keywords

appliance classification; NIALM; power events detection; support vector machine

Indexed keywords

CLASSIFICATION TECHNIQUE; COMPUTATIONAL SPEED; EFFECTIVE APPROACHES; ELECTRICAL POWER CONSUMPTION; EVENTS DETECTION; NIALM; NON-INTRUSIVE APPLIANCE LOAD MONITORING; RECOGNITION ACCURACY;

EID: 84881399808     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2013.6566528     Document Type: Conference Paper
Times cited : (29)

References (16)
  • 1
    • 0029344193 scopus 로고
    • Transient event detection in spectral envelope estimates for nonintrusive load monitoring
    • Cambridge
    • S. B. Leeb, S. R. Shaw, and J. L. Kirley, "Transient Event Detection in Spectral Envelope Estimates for Nonintrusive Load Monitoring", IEEE Transactions on Power Delivery, Vol. 10, Cambridge, pp. 1200-1211, 1995.
    • (1995) IEEE Transactions on Power Delivery , vol.10 , pp. 1200-1211
    • Leeb, S.B.1    Shaw, S.R.2    Kirley, J.L.3
  • 2
    • 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
  • 3
    • 0003819899 scopus 로고    scopus 로고
    • Interior point methods for massive support vector machines
    • Computer Sciences Department, University of Wisconsin, Madison, Wisconsin
    • M. C. Ferris and T. S. Munson, "Interior point methods for massive support vector machines", Technical Report 00-05, Computer Sciences Department, University of Wisconsin, Madison, Wisconsin, 2000.
    • (2000) Technical Report 00-05
    • Ferris, M.C.1    Munson, T.S.2
  • 4
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges. "A tutorial on support vector machines for pattern recognition. " Data Mining and Knowledge Discovery, Vol. 2, No. 2, pp. 121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 5
    • 34249966957 scopus 로고
    • Algorithms for bound constrained quadratic programs
    • J. J. More and G. Toraldo. "Algorithms for bound constrained quadratic programs", Numerische Mathematik, Vol. 55, pp. 377-400, 1989.
    • (1989) Numerische Mathematik , vol.55 , pp. 377-400
    • More, J.J.1    Toraldo, G.2
  • 10
    • 84870733146 scopus 로고    scopus 로고
    • Non-intrnsive demand monitoring and load identification for energy management systems based on transient feature analyses
    • doi:10.3390/en5114569
    • H. H. Chang, "Non-Intrnsive Demand Monitoring and Load Identification for Energy Management Systems Based on Transient Feature Analyses", Energies 2012, 5(11), 4569-4589: doi:10.3390/en5114569.
    • (2012) Energies , vol.5 , Issue.11 , pp. 4569-4589
    • Chang, H.H.1
  • 12
    • 77950187600 scopus 로고    scopus 로고
    • Load signature study-part I: Basic concept, structure, and methodology
    • April
    • Jian Liang, Simon K. K. Ng, Gail Kendall, and John W. M. Cheng", Load Signature Study-Part I: Basic Concept, Structure, and Methodology", IEEE Transactions on Power Delivery, Vol. 25, No. 2, April 2010.
    • (2010) IEEE Transactions on Power Delivery , vol.25 , Issue.2
    • Liang, J.1    Ng, S.K.K.2    Kendall, G.3    Cheng, J.W.M.4
  • 14
    • 0141465877 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • University of Dortmund, LS VIII-Report
    • T. Joachims, "Making Large-Scale SVM Learning Practical". LS8-Report, University of Dortmund, LS VIII-Report, 1998.. 12
    • (1998) LS8-Report , pp. 12
    • Joachims, T.1
  • 16
    • 11144352750 scopus 로고    scopus 로고
    • Kernel selection for the support vector machine (biocybernetics, neurocomputing)
    • R. Debnath, Takahashi, "Kernel selection for the support vector machine (biocybernetics, neurocomputing) ", IEICE Trans Inf Syst, Vol. E87D, No. 12, pp:2903-2934, 2004.
    • (2004) IEICE Trans Inf Syst , vol.E87D , Issue.12 , pp. 2903-2934
    • Debnath, R.1    Takahashi2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.