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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IMEKO TC

TC10 - Measurement for Diagnostics, Optimization and Control

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