메뉴 건너뛰기




Volumn , Issue , 2014, Pages 80-89

The ECO data set and the performance of non-intrusive load monitoring algorithms

Author keywords

Energy efficiency; Evaluation framework; Non intrusive load monitoring; Public data set; Smart metering

Indexed keywords

ELECTRIC POWER UTILIZATION; EMBEDDED SYSTEMS; ENERGY EFFICIENCY;

EID: 84915783800     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2674061.2674064     Document Type: Conference Paper
Times cited : (295)

References (33)
  • 1
    • 84893535305 scopus 로고    scopus 로고
    • BLUED: A fully labeled public dataset for event-based non-intrusive load monitoring research
    • K. Anderson, A. Ocneanu, D. Benitez, D. Carlson, A. Rowe, and M. Berges. BLUED: A fully labeled public dataset for event-based non-intrusive load monitoring research. In Proc. SustKDD, 2012.
    • (2012) Proc. SustKDD
    • Anderson, K.1    Ocneanu, A.2    Benitez, D.3    Carlson, D.4    Rowe, A.5    Berges, M.6
  • 2
    • 84870720747 scopus 로고    scopus 로고
    • Is disaggregation the holy grail of energy efficiency? The case of electricity
    • K. C. Armel, A. Gupta, G. Shrimali, and A. Albert. Is disaggregation the holy grail of energy efficiency? The case of electricity. Energy Policy, 52:213-234, 2012.
    • (2012) Energy Policy , vol.52 , pp. 213-234
    • Armel, K.C.1    Gupta, A.2    Shrimali, G.3    Albert, A.4
  • 3
    • 15744384823 scopus 로고    scopus 로고
    • Genetic algorithm for pattern detection in NIALM systems
    • IEEE
    • M. Baranski and J. Voss. Genetic algorithm for pattern detection in NIALM systems. In Proc. SMCS. IEEE, 2004.
    • (2004) Proc. SMCS
    • Baranski, M.1    Voss, J.2
  • 5
    • 85107960718 scopus 로고    scopus 로고
    • It's different: Insights into home energy consumption in India
    • ACM
    • N. Batra, M. Gulati, A. Singh, and M. B. Srivastava. It's different: Insights into home energy consumption in India. In Proc. BuildSys. ACM, 2013.
    • (2013) Proc. BuildSys
    • Batra, N.1    Gulati, M.2    Singh, A.3    Srivastava, M.B.4
  • 7
    • 84876781730 scopus 로고    scopus 로고
    • Improving device-level electricity consumption breakdowns in private households using ON/OFF events
    • C. Beckel, W. Kleiminger, T. Staake, and S. Santini. Improving device-level electricity consumption breakdowns in private households using ON/OFF events. ACM SIGBED Review, 9(3), 2012.
    • (2012) ACM SIGBED Review , vol.9 , Issue.3
    • Beckel, C.1    Kleiminger, W.2    Staake, T.3    Santini, S.4
  • 11
    • 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 R. Zmeureanu. Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses. Energy and Buildings, 30(3):245-259, 1999.
    • (1999) Energy and Buildings , vol.30 , Issue.3 , pp. 245-259
    • Farinaccio, L.1    Zmeureanu, R.2
  • 12
    • 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, 1(1):79-104, 2008.
    • (2008) Energy Efficiency , vol.1 , Issue.1 , pp. 79-104
    • Fischer, C.1
  • 13
    • 78650002846 scopus 로고    scopus 로고
    • ElectriSense: Single-point sensing using EMI for electrical event detection and classification in the home
    • ACM
    • S. Gupta, M. S. Reynolds, and S. N. Patel. ElectriSense: Single-point sensing using EMI for electrical event detection and classification in the home. In Proc. UbiComp. ACM, 2010.
    • (2010) Proc. UbiComp.
    • Gupta, S.1    Reynolds, M.S.2    Patel, S.N.3
  • 14
    • 0026970695 scopus 로고
    • Nonintrusive appliance load monitoring
    • G. W. Hart. Nonintrusive appliance load monitoring. Proc. of the IEEE, 80(12):1870-1891, 1992.
    • (1992) Proc. of the IEEE , vol.80 , Issue.12 , pp. 1870-1891
    • Hart, G.W.1
  • 16
    • 85162591838 scopus 로고    scopus 로고
    • Estimating building consumption breakdowns using ON/OFF state sensing and incremental sub-meter deployment
    • ACM
    • D. Jung and A. Savvides. Estimating building consumption breakdowns using ON/OFF state sensing and incremental sub-meter deployment. In Proc. SenSys. ACM, 2010.
    • (2010) Proc. SenSys.
    • Jung, D.1    Savvides, A.2
  • 17
    • 84907010029 scopus 로고    scopus 로고
    • Metadata for energy disaggregation
    • IEEE
    • J. Kelly and W. Knottenbelt. Metadata for energy disaggregation. In Proc. CDS. IEEE, 2014.
    • (2014) Proc. CDS
    • Kelly, J.1    Knottenbelt, W.2
  • 19
    • 80051638025 scopus 로고    scopus 로고
    • Unsupervised disaggregation of low frequency power measurements
    • H. Kim, M. Marwah, M. Arlitt, G. Lyon, and J. Han. Unsupervised disaggregation of low frequency power measurements. In Proc. SDM. SIAM, 2010.
    • (2010) Proc. SDM. SIAM
    • Kim, H.1    Marwah, M.2    Arlitt, M.3    Lyon, G.4    Han, J.5
  • 20
    • 77954471793 scopus 로고    scopus 로고
    • ViridiScope: Design and implementation of a fine grained power monitoring system for homes
    • ACM
    • Y. Kim, T. Schmid, Z. Charbiwala, and M. Srivastava. ViridiScope: Design and implementation of a fine grained power monitoring system for homes. In Proc. UbiComp. ACM, 2009.
    • (2009) Proc. UbiComp.
    • Kim, Y.1    Schmid, T.2    Charbiwala, Z.3    Srivastava, M.4
  • 22
    • 84868269311 scopus 로고    scopus 로고
    • Approximate inference in additive factorial HMMs with application to energy disaggregation
    • J. Z. Kolter and T. Jaakkola. Approximate inference in additive factorial HMMs with application to energy disaggregation. In Proc. AISTATS, 2012.
    • (2012) Proc. AISTATS
    • Kolter, J.Z.1    Jaakkola, T.2
  • 23
    • 84859083031 scopus 로고    scopus 로고
    • REDD: A public data set for energy disaggregation research
    • J. Z. Kolter and M. J. Johnson. REDD: A public data set for energy disaggregation research. In Proc. SustKDD, 2011.
    • (2011) Proc. SustKDD
    • Kolter, J.Z.1    Johnson, M.J.2
  • 24
    • 84901319055 scopus 로고    scopus 로고
    • AMPds: A public dataset for load disaggregation and eco-feedback research
    • IEEE
    • S. Makonin, F. Popowich, L. Bartram, B. Gill, and I. V. Bajic. AMPds: A public dataset for load disaggregation and eco-feedback research. In Proc. EPEC. IEEE, 2013.
    • (2013) Proc. EPEC.
    • Makonin, S.1    Popowich, F.2    Bartram, L.3    Gill, B.4    Bajic, I.V.5
  • 25
    • 78650865104 scopus 로고    scopus 로고
    • Circuit-level load monitoring for household energy management
    • A. Marchiori, D. Hakkarinen, Q. Han, and L. Earle. Circuit-level load monitoring for household energy management. IEEE Pervasive Computing, 10(1):40-48, 2011.
    • (2011) IEEE Pervasive Computing , vol.10 , Issue.1 , pp. 40-48
    • Marchiori, A.1    Hakkarinen, D.2    Han, Q.3    Earle, L.4
  • 27
    • 85167427055 scopus 로고    scopus 로고
    • Nonintrusive load monitoring using prior models of general appliance types
    • O. Parson, S. Ghosh, M. Weal, and A. Rogers. Nonintrusive load monitoring using prior models of general appliance types. In Proc. AAAI, 2012.
    • (2012) Proc. AAAI
    • Parson, O.1    Ghosh, S.2    Weal, M.3    Rogers, A.4
  • 28
    • 78650870745 scopus 로고    scopus 로고
    • Contactless sensing of appliance state transitions through variations in electromagnetic fields
    • ACM
    • A. Rowe, M. Berges, and R. Rajkumar. Contactless sensing of appliance state transitions through variations in electromagnetic fields. In Proc. BuildSys. ACM, 2010.
    • (2010) Proc. BuildSys.
    • Rowe, A.1    Berges, M.2    Rajkumar, R.3
  • 29
    • 84905638559 scopus 로고    scopus 로고
    • Energy disaggregation meets heating control
    • ACM
    • S. Spiegel and S. Albayrak. Energy disaggregation meets heating control. In Proc. SAC. ACM, 2014.
    • (2014) Proc. SAC.
    • Spiegel, S.1    Albayrak, S.2
  • 30
    • 84935113569 scopus 로고
    • Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
    • A. J. Viterbi. Error bounds for convolutional codes and an asymptotically optimum decoding algorithm. IEEE Trans. on Information Theory, 13(2):260-269, 1967.
    • (1967) IEEE Trans. on Information Theory , vol.13 , Issue.2 , pp. 260-269
    • Viterbi, A.J.1
  • 32
    • 79953198933 scopus 로고    scopus 로고
    • Nonintrusive appliance load monitoring: Review and outlook
    • M. Zeifman and K. Roth. Nonintrusive appliance load monitoring: Review and outlook. IEEE Trans. on Consumer Electronics, 57(1):76-84, 2011.
    • (2011) IEEE Trans. on Consumer Electronics , vol.57 , Issue.1 , pp. 76-84
    • Zeifman, M.1    Roth, K.2
  • 33
    • 84871704971 scopus 로고    scopus 로고
    • Non-intrusive load monitoring approaches for disaggregated energy sensing: A survey
    • A. Zoha, A. Gluhak, M. A. Imran, and S. Rajasegarar. Non-intrusive load monitoring approaches for disaggregated energy sensing: A survey. Sensors, 12(12):16838-16866, 2012.
    • (2012) Sensors , vol.12 , Issue.12 , pp. 16838-16866
    • Zoha, A.1    Gluhak, A.2    Imran, M.A.3    Rajasegarar, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.