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Volumn 141, Issue , 2015, Pages 27-38

An EMD-recursive ARIMA method to predict wind speed for railway strong wind warning system

Author keywords

Empirical mode decomposition; Neural networks; Qinghai Tibet railway; Recursive ARIMA; Strong wind; Warning system; Wind speed forecasting; Wind speed prediction

Indexed keywords

ALARM SYSTEMS; AUTOREGRESSIVE MOVING AVERAGE MODEL; BACKPROPAGATION; FORECASTING; NEURAL NETWORKS; RAILROADS; SIGNAL PROCESSING; SPEED;

EID: 84925012310     PISSN: 01676105     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jweia.2015.02.004     Document Type: Article
Times cited : (137)

References (24)
  • 2
    • 84887010668 scopus 로고    scopus 로고
    • A framework for the consideration of the effects of crosswinds on trains
    • Baker C. A framework for the consideration of the effects of crosswinds on trains. J. Wind Eng. Ind. Aerodyn. A 2013, 123:130-142. 10.1016/j.jweia.2013.09.015.
    • (2013) J. Wind Eng. Ind. Aerodyn. A , vol.123 , pp. 130-142
    • Baker, C.1
  • 3
    • 77953363973 scopus 로고    scopus 로고
    • A pilot study of the wind speed along the Rome-Naples HS/HC railway line. Part 1-numerical modelling and wind simulations
    • Burlando M., Freda A., Ratto C.F., Solari G. A pilot study of the wind speed along the Rome-Naples HS/HC railway line. Part 1-numerical modelling and wind simulations. J. Wind Eng. Ind. Aerodyn. 2010, 98:392-403. 10.1016/j.jweia.2009.12.006.
    • (2010) J. Wind Eng. Ind. Aerodyn. , vol.98 , pp. 392-403
    • Burlando, M.1    Freda, A.2    Ratto, C.F.3    Solari, G.4
  • 4
    • 77549088893 scopus 로고    scopus 로고
    • Aerodynamic behaviour investigation of the new EMUV250 train to cross wind
    • Cheli F., Ripamonti F., Rocchi D., Tomasini G. Aerodynamic behaviour investigation of the new EMUV250 train to cross wind. J. Wind Eng. Ind. Aerodyn. 2010, 98:189-201. 10.1016/j.jweia.2009.10.015.
    • (2010) J. Wind Eng. Ind. Aerodyn. , vol.98 , pp. 189-201
    • Cheli, F.1    Ripamonti, F.2    Rocchi, D.3    Tomasini, G.4
  • 6
    • 84899855290 scopus 로고    scopus 로고
    • Investigation of train safety domain in cross wind in respect of attitude change
    • Cui T., Zhang W., Sun B. Investigation of train safety domain in cross wind in respect of attitude change. J. Wind Eng. Ind. Aerodyn. 2014, 130:75-87. 10.1016/j.jweia.2014.04.006.
    • (2014) J. Wind Eng. Ind. Aerodyn. , vol.130 , pp. 75-87
    • Cui, T.1    Zhang, W.2    Sun, B.3
  • 7
    • 0000425747 scopus 로고    scopus 로고
    • Simulation of ergodic multivariate stochastic processes
    • Deodatis G. Simulation of ergodic multivariate stochastic processes. J. Eng. Mech. 1996, 122:778-787. 10.1061/(ASCE)0733-9399(1996)122:8(778).
    • (1996) J. Eng. Mech. , vol.122 , pp. 778-787
    • Deodatis, G.1
  • 8
    • 77953357423 scopus 로고    scopus 로고
    • A pilot study of the wind speed along the Rome-Naples HS/HC railway line.: Part 2-probabilistic analyses and methodology assessment
    • Freda A., Solari G. A pilot study of the wind speed along the Rome-Naples HS/HC railway line.: Part 2-probabilistic analyses and methodology assessment. J. Wind Eng. Ind. Aerodyn. 2010, 98:404-416. 10.1016/j.jweia.2009.12.005.
    • (2010) J. Wind Eng. Ind. Aerodyn. , vol.98 , pp. 404-416
    • Freda, A.1    Solari, G.2
  • 9
    • 85067707922 scopus 로고    scopus 로고
    • 2014. Prince George Citiz. (accessed 9.03.14).
    • Freight train derails in southern Saskatchewan [WWW Document], 2014. Prince George Citiz. URL (accessed 9.03.14). http://www.princegeorgecitizen.com/news/national/freight-train-derails-in-southern-saskatchewan-cpr-says-plow-winds-were-cause-1.1334141.
  • 10
    • 84922359471 scopus 로고    scopus 로고
    • Generalized runs tests to detect randomness in hedge funds returns
    • Hentati-Kaffel R., de Peretti P. Generalized runs tests to detect randomness in hedge funds returns. J. Bank. Financ. 2015, 50:608-615. 10.1016/j.jbankfin.2014.07.011.
    • (2015) J. Bank. Financ. , vol.50 , pp. 608-615
    • Hentati-Kaffel, R.1    de Peretti, P.2
  • 11
    • 0036792005 scopus 로고    scopus 로고
    • A short-term strong wind prediction model for railway application: design and verification
    • J. Wind Eng. Ind. Aerodyn
    • Hoppmann, U., Koenig, S., Tielkes, T., Matschke, G., 2002. A short-term strong wind prediction model for railway application: design and verification. In: Proceedings of the 3rd European-African Conference on Wind Engineering, J. Wind Eng. Ind. Aerodyn. 90, 1127-1134. http://dx.doi.org/10.1016/S0167-6105(02)00226-X.
    • (2002) Proceedings of the 3rd European-African Conference on Wind Engineering , vol.90 , pp. 1127-1134
    • Hoppmann, U.1    Koenig, S.2    Tielkes, T.3    Matschke, G.4
  • 14
    • 84876731436 scopus 로고    scopus 로고
    • An experimental investigation of two Wavelet-MLP hybrid frameworks for wind speed prediction using GA and PSO optimization
    • Liu H., Tian H., Chen C., Li Y. An experimental investigation of two Wavelet-MLP hybrid frameworks for wind speed prediction using GA and PSO optimization. Int. J. Electr. Power Energy Syst. 2013, 52:161-173. 10.1016/j.ijepes.2013.03.034.
    • (2013) Int. J. Electr. Power Energy Syst. , vol.52 , pp. 161-173
    • Liu, H.1    Tian, H.2    Chen, C.3    Li, Y.4
  • 15
    • 84862213628 scopus 로고    scopus 로고
    • Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction
    • Liu H., Tian H., Li Y. Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction. Appl. Energy 2012, 98:415-424. 10.1016/j.apenergy.2012.04.001.
    • (2012) Appl. Energy , vol.98 , pp. 415-424
    • Liu, H.1    Tian, H.2    Li, Y.3
  • 16
    • 84907974670 scopus 로고    scopus 로고
    • Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions
    • Liu H., Tian H., Li Y. Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions. Energy Convers. Manag. 2015, 89:1-11. 10.1016/j.enconman.2014.09.060.
    • (2015) Energy Convers. Manag. , vol.89 , pp. 1-11
    • Liu, H.1    Tian, H.2    Li, Y.3
  • 17
    • 84875115854 scopus 로고    scopus 로고
    • Forecasting models for wind speed using wavelet, wavelet packet, time series and artificial neural networks
    • Liu H., Tian H., Pan D., Li Y. Forecasting models for wind speed using wavelet, wavelet packet, time series and artificial neural networks. Appl. Energy 2013, 107:191-208. 10.1016/j.apenergy.2013.02.002.
    • (2013) Appl. Energy , vol.107 , pp. 191-208
    • Liu, H.1    Tian, H.2    Pan, D.3    Li, Y.4
  • 18
    • 68849126752 scopus 로고    scopus 로고
    • Short-term forecasting optimization algorithms for wind speed along Qinghai-Tibet railway based on different intelligent modeling theories
    • Liu H., Tian H.Q., Li Y.-F. Short-term forecasting optimization algorithms for wind speed along Qinghai-Tibet railway based on different intelligent modeling theories. J. Cent. South Univ. Technol. Engl. 2009, 16:690-696. 10.1007/s11771-009-0114-3.
    • (2009) J. Cent. South Univ. Technol. Engl. , vol.16 , pp. 690-696
    • Liu, H.1    Tian, H.Q.2    Li, Y.-F.3
  • 19
    • 55149100118 scopus 로고    scopus 로고
    • Short-term forecast method for wind speed along Golmud-Lhasa section of Qinghai-Tibet railway
    • Pan D., Liu H., Li Y., Liang H. Short-term forecast method for wind speed along Golmud-Lhasa section of Qinghai-Tibet railway. China Railw. Sci. 2008, 29:129-133.
    • (2008) China Railw. Sci. , vol.29 , pp. 129-133
    • Pan, D.1    Liu, H.2    Li, Y.3    Liang, H.4
  • 22
    • 85067703621 scopus 로고    scopus 로고
    • BBC.
    • Strong wind topples Chinese train, 2007. BBC.
    • (2007)
  • 23
    • 85067704636 scopus 로고    scopus 로고
    • BBC.
    • Train death toll rises in Japan, 2005. BBC.
    • (2005)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.