Engine knock evaluation using a machine learning approach

F Ricci, F Mariani, V Cruccolini, M Violi - 2020 - sae.org
Artificial Intelligence is becoming very important and useful in several scientific fields.
Machine learning methods, such as neural networks and decision trees, are often proposed …

Data-driven anomaly detection of engine knock based on automotive ecu

LT Francis, VE Pierozan, G Gracioli… - 2022 XII Brazilian …, 2022 - ieeexplore.ieee.org
In the automotive industry, the study of internal combustion engines (ICE) has massively
been studied to identify the occurrence of some failures, such as engine knock [1],[2]. The …

Investigation of Homogeneous Lean SI Combustion in High Load Operating Conditions

KH Clasen, L Koopmans - SAE International Journal of Advances and …, 2020 - sae.org
Homogeneous lean combustion (HLC) can be utilized to substantially improve spark ignited
(SI) internal combustion engine efficiency. Higher efficiency is vital to enable clean, efficient …

Investigation of fuel effects on the knock under lean burn conditions in a spark ignition engine

M Naruke, K Morie, R Kouda, S Sakaida, K Tanaka… - Fuel, 2020 - Elsevier
In this study, the fuel effects on the knock under super lean burn conditions were
investigated using a single-cylinder spark ignition (SI) engine with a compression ratio of 15 …

Exploring the part load lean limit of a direct injection spark ignition engine fueled with ethanol

D Golke, GAF Prante, RA Garlet… - … Journal of Engine …, 2023 - journals.sagepub.com
Stringent environmental legislation demands development of internal combustion engines
seeking higher thermal efficiency to reduce greenhouse gas emissions. Brazilian …

Exploiting SI Engine Efficiency Through Lean Burn Operation in Combination with Stroke Extension, Miller Timings and High Compression Ratios

E Wenz, A Pauls, M Thielen, A Todt, P Eilts - 2021 - sae.org
Individual transport plays a considerable role in global greenhouse gas emissions. Hence,
worldwide legislation increases the demands on the automotive industry with regard to …

Feature Selection in Machine Learning for Knocking Noise detection

MER da Silva, G Gracioli… - 2022 XII Brazilian …, 2022 - ieeexplore.ieee.org
The search for effective methods to obtain an accurate detection of faults in cyber-physical
systems grows constantly. Usually, a considerable amount of data generated by sensors is …

High Load Lean SI-Combustion Analysis of DI Methane and Gasoline Using Optical Diagnostics with Endoscope

K Clasen, M Melaika, L Koopmans, P Dahlander - 2021 - sae.org
Homogeneous lean spark-ignited combustion is known for its thermodynamic advantages
over conventional stoichiometric combustion but remains a challenge due to combustion …

Influence of Trapped Residual Gasses in Air-Diluted Spark Ignited Combustion

KH Clasén, L Koopmans - SAE International Journal of Engines, 2022 - JSTOR
Homogeneous air-diluted spark ignition (SI) is one advanced combustion concept that is
recognized for its potential of efficiency improvement, which can be utilized in the next …

Investigation on synthetic oxygenate fuels in future SI-engines using 0D/1D-simulation

MC Wagner - 2023 - elib.uni-stuttgart.de
Investigation on synthetic oxygenate fuels in future SI-engines using 0D/1D-simulation Page 1
Investigation on synthetic oxygenate fuels in future SI-engines using 0D/1D-simulation Von der …