Modeling, diagnostics, optimization, and control of internal combustion engines via modern machine learning techniques: A review and future directions

M Aliramezani, CR Koch, M Shahbakhti - Progress in Energy and …, 2022 - Elsevier
A critical review of the existing Internal Combustion Engine (ICE) modeling, optimization,
diagnosis, and control challenges and the promising state-of-the-art Machine Learning (ML) …

Effects of control strategies for mixture activity and chemical reaction pathway coupled with exhaust gas recirculation on the performance of hydrogen-enriched natural …

L Xu, X Sun, C Ku, J Liu, MC Lai, X Duan - Fuel, 2022 - Elsevier
The excellent physicochemical properties of the hydrogen make it a promising fuel in the
clean energy systems, including engines. In this study, the performance of a heavy-duty lean …

Numerical investigation of water injection quantity and water injection timing on the thermodynamics, combustion and emissions in a hydrogen enriched lean-burn …

J Wang, X Duan, Y Liu, W Wang, J Liu, MC Lai… - International Journal of …, 2020 - Elsevier
Water direct injection into the cylinder is one of effective ways to suppress the combustion
rate and knocking combustion in turbocharged SI engine. In this study, a detailed one …

[HTML][HTML] Optimizing hydrogen spark-ignition engine performance and pollutants by combining VVT and EGR strategies through numerical simulation

R Novella, J Gomez-Soriano, D González-Domínguez… - Applied Energy, 2024 - Elsevier
Hydrogen combustion engines are considered one of the leading solutions for
decarbonizing road transport, mainly due to the possibility of adapting current engines for …

[HTML][HTML] Exploring dilution potential for full load operation of medium duty hydrogen engine for the transport sector

R Novella, A García, J Gomez-Soriano… - Applied Energy, 2023 - Elsevier
The current political scenario and the concerns for global warming have pushed very harsh
regulations on conventional propulsion systems based on the use of fossil fuels. New …

Availability analysis of using iso-octane/n-butanol blends in spark-ignition engines

H Feng, D Liu, X Yang, M An, W Zhang, X Zhang - Renewable energy, 2016 - Elsevier
The current work presents a detailed energy and exergy analysis of an iso-octane/n-butanol
blend-fueled spark-ignition (SI) engine to investigate exergy loss mechanisms and …

Exploring the stochastic and deterministic aspects of cyclic emission variability on a high speed spark-ignition engine

A Karvountzis-Kontakiotis, A Dimaratos, L Ntziachristos… - Energy, 2017 - Elsevier
This study contributes to the understanding of cycle-to-cycle emissions variability (CEV) in
premixed spark-ignition combustion engines. A number of experimental investigations of …

Experimental research of diffusion combustion and emissions characteristics under oxy-fuel combustion mode

Z Kang, Z Wu, J Deng, Z Hu… - … of Engineering for …, 2020 - asmedigitalcollection.asme.org
Internal combustion Rankine cycle (ICRC) concept implements oxy-fuel combustion, direct
water injection (DWI), and waster heat recovery (WHR) into traditional Otto or diesel cycle to …

Optimal Control of a Spark Ignition Engine Including Cold Start Operations for Consumption/Emissions Compromises

B Jeanneret, A Guille Des Buttes, J Pelluet… - Applied Sciences, 2021 - mdpi.com
This study presents a semi-empirical modeling approach based on an extensive parametric
study using a spark-ignition port-injection engine. The experimental results are used to …

Study on pollutants formation under knocking combustion conditions using an optical single cylinder SI research engine

A Karvountzis-Kontakiotis, H Vafamehr, A Cairns… - Energy, 2018 - Elsevier
The aim of this experimental study is to investigate the pollutants formation and cyclic
emission variability under knocking combustion conditions. An optical single cylinder SI …