Prediction of IC engine performance and emission parameters using machine learning: A review
K Karunamurthy, AA Janvekar, PL Palaniappan… - Journal of Thermal …, 2023 - Springer
The human kind is facing various natural calamities such as Elnino, forest fires, climate
change, etc., due to environmental degradation and pollution. The United Nations has come …
change, etc., due to environmental degradation and pollution. The United Nations has come …
Prediction of engine performance for an alternative fuel using artificial neural network
This study deals with artificial neural network (ANN) modeling to predict the brake specific
fuel consumption, effective power and average effective pressure and exhaust gas …
fuel consumption, effective power and average effective pressure and exhaust gas …
Machine learning assisted prediction of exhaust gas temperature of a heavy-duty natural gas spark ignition engine
J Liu, Q Huang, C Ulishney, CE Dumitrescu - Applied Energy, 2021 - Elsevier
Exhaust gas temperature is a key parameter for optimizing engine performance and
emissions. Of particular interest is forecasting the exhaust gas temperature in a diesel …
emissions. Of particular interest is forecasting the exhaust gas temperature in a diesel …
Performance and exhaust emissions of a gasoline engine using artificial neural network
This study deals with artificial neural network (ANN) modelling of a gasoline engine to
predict the brake specific fuel consumption, brake thermal efficiency, exhaust gas …
predict the brake specific fuel consumption, brake thermal efficiency, exhaust gas …
Application of statistical approaches in IC engine calibration to enhance the performance and emission Characteristics: A methodological review
It is a well-known fact that the automotive industries have predominantly ruled the global
industrial and commercial sectors. However, an increase in the demand for fossil fuels and …
industrial and commercial sectors. However, an increase in the demand for fossil fuels and …
A comparative analysis of exhaust gas temperature based on machine learning models for aviation applications
The main objective of this study is to investigate elaborately the relationship between
exhaust gas temperature (EGT) and various operational parameters specific to aero-engine …
exhaust gas temperature (EGT) and various operational parameters specific to aero-engine …
Machine learning prediction and optimization of performance and emissions characteristics of IC engine
MB Sanjeevannavar, NR Banapurmath, VD Kumar… - Sustainability, 2023 - mdpi.com
In this work, a study was conducted to investigate the effects of different biodiesel blends
with hydrogen peroxide additive on the performance and emissions of an internal …
with hydrogen peroxide additive on the performance and emissions of an internal …
Implementation of soft computing techniques in predicting and optimizing the operating parameters of compression ignition diesel engines: State-of-the-art review …
SM More, J Kakati, S Pal… - … of Computing and …, 2022 - asmedigitalcollection.asme.org
Fossil fuels being the primary source of energy to global industrialization and rapid
development are being consumed at an alarming rate, thus creating a dire need to search …
development are being consumed at an alarming rate, thus creating a dire need to search …
Artificial neural network approach to predicting engine-out emissions and performance parameters of a turbo charged diesel engine
This study details the artificial neural network (ANN) modelling of a diesel engine to predict
the torque, power, brake-specific fuel consumption and pollutant emissions, including …
the torque, power, brake-specific fuel consumption and pollutant emissions, including …
Analysis of significance of variables in IC engine operation: an empirical methodology
Approaches for studying internal combustion engines have evolved from fundamental
analytical modelling to gross phenomenological studies, then to computational approaches …
analytical modelling to gross phenomenological studies, then to computational approaches …