메뉴 건너뛰기




Volumn , Issue 2374, 2013, Pages 66-72

Predicting potential railway operational disruptions with echo state networks

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; PASSENGER CARS; RAILROAD TRANSPORTATION; RAILROADS; RAILS;

EID: 84891599481     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2374-08     Document Type: Article
Times cited : (3)

References (21)
  • 2
    • 0029635526 scopus 로고
    • On-line condition monitoring of railway equipment using neural networks
    • Institute of Electrical Engineers London
    • Fararooy, S., and J. Allan. On-line Condition Monitoring of Railway Equipment Using Neural Networks. In?IEE Colloquium on Advanced Condition Monitoring Systems for Railways?Institute of Electrical Engineers, London, 1995, pp. 2/1-2/9
    • (1995) IEE Colloquium on Advanced Condition Monitoring Systems for Railways , pp. 21-29
    • Fararooy, S.1    Allan, J.2
  • 3
    • 0037400049 scopus 로고    scopus 로고
    • A reliability centered approach to remote condition monitoring: A railway points case Study
    • Marquez, F. P. G., F. Schmid, and J. Conde Collado. A Reliability Centered Approach to Remote Condition Monitoring: A Railway Points Case Study?Reliability Engineering & System Safety?Vol. 80, No. 1, 2003, pp. 33-40
    • (2003) Reliability Engineering & System Safety , vol.80 , Issue.1 , pp. 33-40
    • Marquez, F.P.G.1    Schmid, F.2    Conde Collado, J.3
  • 5
    • 84883822324 scopus 로고    scopus 로고
    • Advanced techniques for monitoring the condition of mission-critical railway Equipment
    • (F. Flamini, ed.), Information Science Reference, Hershey, Pa
    • Roberts, C., and J. Silmon. Advanced Techniques for Monitoring the Condition of Mission-Critical Railway Equipment. In?Railway Safety, Reliability, and Security: Technologies and Systems Engineering?(F. Flamini, ed.), Information Science Reference, Hershey, Pa 2012
    • (2012) Railway Safety, Reliability, and Security: Technologies and Systems Engineering
    • Roberts, C.1    Silmon, J.2
  • 6
    • 73849124314 scopus 로고    scopus 로고
    • Neural network models to anticipate failures of airport ground transportation vehicle Doors
    • Smith, A. E., D. W. Coit, and L. Yun-Chia. Neural Network Models to Anticipate Failures of Airport Ground Transportation Vehicle Doors?IEEE Transactions on Automation Science and Engineering?Vol. 7, No. 1, 2010, pp. 183-188
    • (2010) IEEE Transactions on Automation Science and Engineering , vol.7 , Issue.1 , pp. 183-188
    • Smith, A.E.1    Coit, D.W.2    Yun-Chia, L.3
  • 7
    • 84856756590 scopus 로고    scopus 로고
    • Scope and potential of applying artificial neural networks in reliability prediction with a focus on railway rolling stock
    • Troyes, France Taylor & Francis Group, London
    • Fink, O., and U. Weidmann. Scope and Potential of Applying Artificial Neural Networks in Reliability Prediction with a Focus on Railway Rolling Stock. In?European Safety and Reliability Conference (ESREL)?Troyes, France, Taylor & Francis Group, London2011
    • (2011) European Safety and Reliability Conference (ESREL)
    • Fink, O.1    Weidmann, U.2
  • 8
    • 1842421269 scopus 로고    scopus 로고
    • Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless Communication
    • Jaeger, H., and H. Haas. Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication?Science?Vol. 304, No. 5667, 2004, pp. 78-80
    • (2004) Science , vol.304 , Issue.5667 , pp. 78-80
    • Jaeger, H.1    Haas, H.2
  • 13
    • 84875298474 scopus 로고    scopus 로고
    • A practical guide to applying echo state networks
    • (G. Montavon, G. Orr, and K.-R. M?ller, eds.) Springer Berlin
    • Luko?evi?ius, M. A Practical Guide to Applying Echo State Networks. In?Neural Networks: Tricks of the Trade?(G. Montavon, G. Orr, and K.-R. M?ller, eds.), Springer, Berlin 2012
    • (2012) Neural Networks: Tricks of the Trade
    • Lukoeviius, M.1
  • 16
    • 0034241361 scopus 로고    scopus 로고
    • Gradient-based optimization of hyperparameters
    • Bengio, Y. Gradient-Based Optimization of Hyperparameters?Neural Computation?Vol. 12, No. 8, 2000, pp. 1889-1900
    • (2000) Neural Computation , vol.12 , Issue.8 , pp. 1889-1900
    • Bengio, Y.1
  • 17
    • 0003487601 scopus 로고    scopus 로고
    • reprinted 2005 ed. Oxford University Press, Oxford, United Kingdom
    • Bishop, C. M?Neural Networks for Pattern Recognition?reprinted 2005 ed. Oxford University Press, Oxford, United Kingdom, 2005
    • (2005) Neural Networks for Pattern Recognition
    • Bishop, C.M.1
  • 20
    • 34247493236 scopus 로고    scopus 로고
    • Matplotlib: A 2d graphics environment
    • Hunter, J. D. Matplotlib: A 2D Graphics Environment?Computing in Science and Engineering?Vol. 9, No. 3, 2007, pp. 90-95
    • (2007) Computing in Science and Engineering , vol.9 , Issue.3 , pp. 90-95
    • Hunter . J, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.