most citedKnock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach

20 citations · 20 across the 1 of their papers we have counts for

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cs.LG2022★ 20 cited

Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach

Andreas B. Ofner, Achilles Kefalas, Stefan Posch +1

This paper introduces a method for the detection of knock occurrences in an internal combustion engine (ICE) using a 1D convolutional neural network trained on in-cylinder pressure…