메뉴 건너뛰기




Volumn , Issue , 2015, Pages

Prediction intervals for electric load forecast: Evaluation for different profiles

Author keywords

hierarchical clustering; Kullback Leibler divergence; load forecasting; prediction intervals

Indexed keywords

DECISION MAKING; ELECTRIC POWER PLANT LOADS; ELECTRIC UTILITIES; FORECASTING; INTELLIGENT SYSTEMS;

EID: 84962305755     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISAP.2015.7325539     Document Type: Conference Paper
Times cited : (6)

References (25)
  • 1
    • 84876126573 scopus 로고    scopus 로고
    • A review of electric load classification in smart grid environment
    • K. le Zhou, S. lin Yang, and C. Shen, "A review of electric load classification in smart grid environment, " Renewable and Sustainable Energy Reviews, vol. 24, no. 0, pp. 103-110, 2013.
    • (2013) Renewable and Sustainable Energy Reviews , vol.24 , pp. 103-110
    • Le Zhou, K.1    Lin Yang, S.2    Shen, C.3
  • 2
    • 84898068253 scopus 로고    scopus 로고
    • A literature survey on measuring energy usage for miscellaneous electric loads in offices and commercial buildings
    • A. Kamilaris, B. Kalluri, S. Kondepudi, and T. K. Wai, "A literature survey on measuring energy usage for miscellaneous electric loads in offices and commercial buildings, " Renewable and Sustainable Energy Reviews, vol. 34, no. 0, pp. 536-550, 2014.
    • (2014) Renewable and Sustainable Energy Reviews , vol.34 , pp. 536-550
    • Kamilaris, A.1    Kalluri, B.2    Kondepudi, S.3    Wai, T.K.4
  • 3
    • 84905750068 scopus 로고    scopus 로고
    • Uncertainty handling using neural network-based prediction intervals for electrical load forecasting
    • H. Quan, D. Srinivasan, and A. Khosravi, "Uncertainty handling using neural network-based prediction intervals for electrical load forecasting, " Energy, vol. 73, no. 0, pp. 916-925, 2014.
    • (2014) Energy , vol.73 , pp. 916-925
    • Quan, H.1    Srinivasan, D.2    Khosravi, A.3
  • 4
    • 77954834717 scopus 로고    scopus 로고
    • Construction of optimal prediction intervals for load forecasting problems
    • Aug
    • A. Khosravi, S. Nahavandi, and D. Creighton, "Construction of optimal prediction intervals for load forecasting problems, " Power Systems, IEEE Transactions on, vol. 25, pp. 1496-1503, Aug 2010.
    • (2010) Power Systems, IEEE Transactions on , vol.25 , pp. 1496-1503
    • Khosravi, A.1    Nahavandi, S.2    Creighton, D.3
  • 6
    • 84908060024 scopus 로고    scopus 로고
    • Artificial neural networks for short-term load forecasting in microgrids environment
    • L. Hernndez, C. Baladrn, J. M. Aguiar, B. Carro, A. Snchez-Esguevillas, and J. Lloret, "Artificial neural networks for short-term load forecasting in microgrids environment, " Energy, vol. 75, no. 0, pp. 252-264, 2014.
    • (2014) Energy , vol.75 , pp. 252-264
    • Hernndez, L.1    Baladrn, C.2    Aguiar, J.M.3    Carro, B.4    Snchez-Esguevillas, A.5    Lloret, J.6
  • 8
    • 84907167513 scopus 로고    scopus 로고
    • Clustering analysis of residential electricity demand profiles
    • J. D. Rhodes, W. J. Cole, C. R. Upshaw, T. F. Edgar, and M. E. Webber, "Clustering analysis of residential electricity demand profiles, " Applied Energy, vol. 135, no. 0, pp. 461-471, 2014.
    • (2014) Applied Energy , vol.135 , pp. 461-471
    • Rhodes, J.D.1    Cole, W.J.2    Upshaw, C.R.3    Edgar, T.F.4    Webber, M.E.5
  • 10
    • 84860833687 scopus 로고    scopus 로고
    • Overview and performance assessment of the clustering methods for electrical load pattern grouping
    • 2012. 8th World Energy System Conference, {WESC}
    • G. Chicco, "Overview and performance assessment of the clustering methods for electrical load pattern grouping, " Energy, vol. 42, no. 1, pp. 68-80, 2012. 8th World Energy System Conference, {WESC} 2010.
    • (2010) Energy , vol.42 , Issue.1 , pp. 68-80
    • Chicco, G.1
  • 12
    • 84878269219 scopus 로고    scopus 로고
    • A versatile clustering method for electricity consumption pattern analysis in households
    • June
    • H. Hino, H. Shen, N. Murata, S. Wakao, and Y. Hayashi, "A versatile clustering method for electricity consumption pattern analysis in households, " Smart Grid, IEEE Transactions on, vol. 4, pp. 1048-1057, June 2013.
    • (2013) Smart Grid, IEEE Transactions on , vol.4 , pp. 1048-1057
    • Hino, H.1    Shen, H.2    Murata, N.3    Wakao, S.4    Hayashi, Y.5
  • 13
    • 0034313871 scopus 로고    scopus 로고
    • The earth mover's distance as a metric for image retrieval
    • Y. Rubner, C. Tomasi, and L. Guibas, "The earth mover's distance as a metric for image retrieval, " International Journal of Computer Vision, vol. 40, no. 2, pp. 99-121, 2000.
    • (2000) International Journal of Computer Vision , vol.40 , Issue.2 , pp. 99-121
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.3
  • 15
    • 0035248045 scopus 로고    scopus 로고
    • Neural networks for shortterm load forecasting: A review and evaluation
    • Feb
    • H. Hippert, C. Pedreira, and R. Souza, "Neural networks for shortterm load forecasting: A review and evaluation, " Power Systems, IEEE Transactions on, vol. 16, pp. 44-55, Feb 2001.
    • (2001) Power Systems, IEEE Transactions on , vol.16 , pp. 44-55
    • Hippert, H.1    Pedreira, C.2    Souza, R.3
  • 20
    • 52149120844 scopus 로고    scopus 로고
    • Transductive confidence machines for pattern recognition
    • Springer
    • K. Proedrou, I. Nouretdinov, V. Vovk, and A. Gammerman, "Transductive confidence machines for pattern recognition, " in in ECML 2002, pp. 381-390, Springer, 2001.
    • (2001) ECML 2002 , pp. 381-390
    • Proedrou, K.1    Nouretdinov, I.2    Vovk, V.3    Gammerman, A.4
  • 21
    • 80051799000 scopus 로고    scopus 로고
    • Reliable prediction intervals with regression neural networks
    • 2011. Artificial Neural Networks: Selected Papers from {ICANN}
    • H. Papadopoulos and H. Haralambous, "Reliable prediction intervals with regression neural networks, " Neural Networks, vol. 24, no. 8, pp. 842-851, 2011. Artificial Neural Networks: Selected Papers from {ICANN} 2010.
    • (2010) Neural Networks , vol.24 , Issue.8 , pp. 842-851
    • Papadopoulos, H.1    Haralambous, H.2
  • 22
    • 84908546013 scopus 로고    scopus 로고
    • NbClust: An R package for determining the relevant number of clusters in a data set
    • M. Charrad, N. Ghazzali, V. Boiteau, and A. Niknafs, "NbClust: An R package for determining the relevant number of clusters in a data set, " Journal of Statistical Software, vol. 61, no. 6, pp. 1-36, 2014.
    • (2014) Journal of Statistical Software , vol.61 , Issue.6 , pp. 1-36
    • Charrad, M.1    Ghazzali, N.2    Boiteau, V.3    Niknafs, A.4
  • 24
    • 62449130659 scopus 로고    scopus 로고
    • A system for analysis and prediction of electricity-load streams
    • Aug
    • P. P. Rodrigues and J. A. Gama, "A system for analysis and prediction of electricity-load streams, " Intell. Data Anal., vol. 13, pp. 477-496, Aug. 2009.
    • (2009) Intell. Data Anal. , vol.13 , pp. 477-496
    • Rodrigues, P.P.1    Gama J, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.