Detection of Knocking Combustion Using the Continuous Wavelet Transformation and a Convolutional Neural Network

Detection of Knocking Combustion Using the Continuous Wavelet Transformation and a Convolutional Neural Network

The phenomenon of knock is an abnormal combustion occurring in spark-ignition (SI) engines and forms a barrier that prevents an increase in thermal efficiency while simultaneously reducing CO<inline-formula><math display="inline"><semantics><msub><mrow></mr...

Full description

Bibliographic Details
Main Authors: Achilles Kefalas, Andreas B. Ofner, Gerhard Pirker, Stefan Posch, Bernhard C. Geiger, Andreas Wimmer
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Energies
Subjects:
knocking combustion
SI engines
continuous wavelet transformation
convolutional neural networks
pressure trace
time series
Online Access:https://www.mdpi.com/1996-1073/14/2/439

Internet

https://www.mdpi.com/1996-1073/14/2/439

Similar Items