Application of artificial neural network for internal combustion engines: a state of the art review

AN Bhatt, N Shrivastava - Archives of Computational Methods in …, 2022 - Springer
The automotive industry is facing a crucial time. The transformation from internal combustion
engines to new electrical technologies requires enormous investment, and hence the IC …

A systematic approach to optimization of ANN model parameters to predict flow boiling heat transfer coefficient in mini/micro-channel heatsinks

Y Qiu, T Vo, D Garg, H Lee, CR Kharangate - International Journal of Heat …, 2023 - Elsevier
Flow boiling in mini/micro-channel heatsinks is often utilized to meet the high heat
dissipation requirements of thermal management systems. However, accurate prediction of …

A comprehensive experimental and numerical estimation of thermal contact conductance

M Parikh, S Shah, H Vaghela, AK Parwani - International Journal of …, 2022 - Elsevier
Realizing perfect contact between any two surfaces is impossible due to the presence of
microscopic irregularities in material surfaces. Therefore, for true thermal analysis of multiple …

Internal combustion engine heat transfer and wall temperature modeling: an overview

L Fonseca, P Olmeda, R Novella, RM Valle - Archives of Computational …, 2020 - Springer
Internal combustion engines are now extremely optimized, in such ways improving their
performance is a costly task. Traditional engine improvement by experimental means is …

[HTML][HTML] Modelling and prediction approach for engine performance and exhaust emission based on artificial intelligence of sterculia foetida biodiesel

AH Sebayang, J Milano, M Alfansuri, AS Silitonga… - Energy Reports, 2022 - Elsevier
Sterculia foetida derived biodiesel is a potential fuel for a diesel engine. The Sterculia
foetida biodiesel required a pre-refining process called degumming and an acid …

Artificial intelligence based-prediction of energy efficiency and tailpipe emissions of soybean methyl ester fuelled CI engine under variable compression ratios

U Rajak, Ü Ağbulut, A Dasore, TN Verma - Energy, 2024 - Elsevier
Biodiesel, a widely adopted substitute for conventional mineral diesel, is often derived from
raw vegetable oils. The use of non-edible oils for the production of biodiesel has been …

Derivation and validation of heat transfer model for Spark-Ignition engine cylinder head

M Hassan, ZM Razlan, SA Bakar, AA Rahman… - Applied Thermal …, 2023 - Elsevier
The valve train is located in the engine cylinder head, which has various operational heat
transfer mechanisms to accommodate the combustion process. Most heat transfer studies in …

Equivalent thin-layer temperature field model (ETTM) for bolted rotors to describe interface temperature jump

Y Zhao, J Zhou, M Guo, Y Xu - International Journal of Heat and Mass …, 2024 - Elsevier
Improving the accuracy and efficiency of predicting the temperature field is a crucial
requirement for iteratively calculating and online monitoring the temperature field …

Experiment and simulation on a thermal management scheme of intermediate circulation based on heat current method

J Liu, S Wang, TY Zhang, Y Wang, K He, Z Cui… - International Journal of …, 2023 - Elsevier
With the increment of Mach number, the heat dissipation load of aeroengine increases
significantly. Systematic thermal management has become an urgent problem to be solved …

In-cylinder pressure based model for exhaust temperature estimation in internal combustion engines

C Guardiola, P Olmeda, B Pla, P Bares - Applied Thermal Engineering, 2017 - Elsevier
Exhaust temperature is a valuable parameter for engine control. However, measurement
conditions at the engine exhaust and the slow dynamic response of temperature sensors …