Gaussian mixture model clustering-based knock threshold learning in automotive engines

X Shen, Y Zhang, K Sata, T Shen - IEEE/ASME Transactions on …, 2020 - ieeexplore.ieee.org
In this article, a Gaussian mixture model (GMM) clustering-based method is proposed to
learn the optimal threshold of the knock intensity metric, which minimizes the probability of …

Knock: a century of research

DJ Corrigan, S Fontanesi - SAE International Journal of Engines, 2021 - iris.unimore.it
Knock is one of the main limitations on increasing spark-ignition (SI) engine efficiency. This
has been known for at least 100 years, and it is still the case today. Knock occurs when …

A RANS knock model to predict the statistical occurrence of engine knock

A d'Adamo, S Breda, S Fontanesi, A Irimescu… - Applied energy, 2017 - Elsevier
In the recent past engine knock emerged as one of the main limiting aspects for the
achievement of higher efficiency targets in modern spark-ignition (SI) engines. To attain …

Engine knock detection methods for spark ignition and prechamber combustion systems in a high-performance gasoline direct injection engine

DJ Corrigan, G Di Blasio, R Ianniello, N Silvestri… - … International Journal of …, 2022 - JSTOR
Knock has historically been one of the main limitations on spark ignition (SI) engine
compression ratio and hence efficiency. The trend to downsizing or rightsizing in recent …

Development of a RANS-based knock model to infer the knock probability in a research spark-ignition engine

A d'Adamo, S Breda, S Iaccarino, F Berni… - … International Journal of …, 2017 - JSTOR
Engine knock is one of the most limiting factors for modern Spark-Ignition (SI) engines to
achieve high efficiency targets. The stochastic nature of knock in SI units hinders the …

Knock detection based on MAPO analysis, AR model and discrete wavelet transform applied to the in-cylinder pressure data: results and comparison

D Siano, MA Panza, D D'Agostino - SAE International Journal of Engines, 2015 - JSTOR
The easiest way to identify knock conditions during the operation of a SI engine is
represented by the knowledge of the in-cylinder pressure. Traditional techniques like MAPO …

Estimation of trapped mass by in-cylinder pressure resonance in HCCI engines

JM Luján, C Guardiola, B Pla, P Bares - Mechanical Systems and Signal …, 2016 - Elsevier
High pressure gradients at homogeneous charge compression ignition (HCCI) engines
heavily excite the pressure resonance. The pressure resonant frequency depends on speed …

Techniques for CO2 Emission Reduction over a WLTC. A Numerical Comparison of Increased Compression Ratio, Cooled EGR and Water Injection

In this work, various techniques are numerically applied to a base engine-vehicle system to
estimate their potential CO2 emission reduction. The reference thermal unit is a downsized …

Numerical study of the potential of a variable compression ratio concept applied to a downsized turbocharged VVA spark ignition engine

Nowadays different technical solutions have been proposed to improve the performance of
internal combustion engines, especially in terms of Brake Specific Fuel Consumption …

Optimizing knock thresholds for improved knock control

JC Peyton Jones, JM Spelina… - International Journal of …, 2014 - journals.sagepub.com
A new method for optimizing the knock threshold is presented and shown to significantly
improve the closed loop performance of a standard knock controller. Traditional approaches …