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.
Download:
IMEKO-TC10-2017-008.pdf
DOI:
-
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