Progress in knock combustion modeling of spark ignition engines
Knock combustion is one of the primary factors limiting thermal efficiency improvement in
spark ignition (SI) engines. After a century of research, scholars have made significant …
spark ignition (SI) engines. After a century of research, scholars have made significant …
Statistical study on engine knock oscillation and heat release using multiple spark plugs and pressure sensors
Engine knock has been an inherent problem that limits engine efficiency improvement and
threatens engine service life. To trigger the controllable knock, a specialized liner with …
threatens engine service life. To trigger the controllable knock, a specialized liner with …
Knock detection in combustion engine time series using a theory-guided 1-D convolutional neural network approach
This article introduces a method for the detection of knock occurrences in an internal
combustion engine (ICE) using a 1-D convolutional neural network trained on in-cylinder …
combustion engine (ICE) using a 1-D convolutional neural network trained on in-cylinder …
Prediction modeling and analysis of knocking combustion using an improved 0D RGF model and supervised deep learning
The knock phenomenon is one of the major hindrances for enhancing the thermal efficiency
in spark-ignited engines. Due to the stochastic behavior of knocking combustion, analytical …
in spark-ignited engines. Due to the stochastic behavior of knocking combustion, analytical …
Pressure-based knock measurement issues
AJ Shahlari, J Ghandhi - 2017 - sae.org
Highly time resolved measurements of cylinder pressure acquired simultaneously from three
transducers were used to investigate the nature of knocking combustion and to identify …
transducers were used to investigate the nature of knocking combustion and to identify …
An experimental study on the knock mitigation effect of coolant and thermal boundary temperatures in spark ignited engines
Increasing compression ratio is essential for developing future high-efficiency engines due
to the intrinsic characteristics of spark-ignited engines. However, it also causes the …
to the intrinsic characteristics of spark-ignited engines. However, it also causes the …
A statistical description of knock intensity and its prediction
Cycle-to-cycle variation in combustion phasing and combustion rate cause knock to occur
differently in every cycle. This is found to be true even if the end gas thermo-chemical time …
differently in every cycle. This is found to be true even if the end gas thermo-chemical time …
Knock Onset Determination with 1D CNN Using Random Search Hyperparameter Optimization and Data Augmentation in SI Engine
For avoiding knock occurrence in SI engines, spark timing is retarded whenever the knock
has occurred which leads to a loss of thermal efficiency. Therefore, the knock occurrence …
has occurred which leads to a loss of thermal efficiency. Therefore, the knock occurrence …
Knocking and combustion noise analysis
RK Maurya, RK Maurya - … In-Cylinder Pressure Measurement and Analysis, 2019 - Springer
Knock is an abnormal and stochastic combustion phenomenon which needs detailed
analysis because it governs the power density of engine, fuel consumption (engine …
analysis because it governs the power density of engine, fuel consumption (engine …
Prediction of knock propensity using stochastic modeling in a spark-ignition engine
To comply with stringent CO2 regulations, enhanced thermal efficiency has been prioritized
in internal combustion engine development; however, this has strongly driven the …
in internal combustion engine development; however, this has strongly driven the …