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Embedded integer NARX identification of knocking combustion of large gas engine

József Szabó, Péter Bakucz
  • Abstract:
    Embedded integer NARX (nonlinear autoregressive neural network with exogenous inputs) identification of the vibration experiments on knocking combustion of a Deutz MWM 8 cylinder large gas engine was carried. A measure of the degree of dependence of vibration and knocking reference values defined by the NARX recurrent neural network. A new identification is proposed based on the cross-correlation between the vibration signal and neural network error.
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  • DOI:
    _unreg_tc10-2017.008

Event details:

  • IMEKO TC:
    TC10
  • Event name:
    TC10 Workshop on Technical Diagnostics 2017
  • Title:

    15th IMEKO TC10 Workshop "Technical Diagnostics in Cyber-Physical Era"

  • Place:
    Budapest, HUNGARY
  • Time:
    06 June 2017 - 07 June 2017