Injection rate measurements and Machine-Learning based predictions of ECN Spray A-3 piezoelectric injector

E Choi, J Park, J Hwang, H Oh, J Manin… - Applied Thermal …, 2024 - Elsevier
This study investigates the impact of parametric conditions on the rate of injection (ROI) and
injection quantities of a new piezo-type Engine Combustion Network (ECN) Spray A-3 …

[HTML][HTML] Gas exchange optimization in aircraft engines using sustainable aviation fuel: A design of experiment and genetic algorithm approach

Z Xu, J Pei, S Ding, L Chen, S Zhao, X Shen, K Zhu… - Energy and AI, 2024 - Elsevier
The poppet valves two-stroke (PV2S) aircraft engine fueled with sustainable aviation fuel is
a promising option for general aviation and unmanned aerial vehicle propulsion due to its …

Numerical simulation of ozonation in hollow-fiber membranes for wastewater treatment

X Wang, W Ping, AS Al-Shati - Engineering Applications of Artificial …, 2023 - Elsevier
In this study, we developed a comprehensive modeling framework for simulation of
ozonation process using combination of artificial intelligence and computational fluid …

[HTML][HTML] Applying machine learning techniques to predict laminar burning velocity for ammonia/hydrogen/air mixtures

CE Üstün, MR Herfatmanesh, A Valera-Medina… - Energy and AI, 2023 - Elsevier
Ammonia utilisation in internal combustion engines has attracted wide interest due to the
current trend toward decarbonisation, as ammonia is a zero-carbon fuel with different …

[HTML][HTML] Validation Challenges in Data for Different Diesel Engine Performance Regimes Utilising HVO Fuel: A Study on the Application of Artificial Neural Networks …

J Matijošius, A Rimkus, A Gruodis - Machines, 2024 - mdpi.com
Artificial neural networks (ANNs) provide supervised learning via input pattern assessment
and effective resource management, thereby improving energy efficiency and predicting …

[HTML][HTML] Research on Multi-objective Control of PPCI Diesel Engine Combustion Process Based on Data Driven Modelling

Z Chen, P Ju, Z Wang, D Huang, L Shi, K Deng - Energy and AI, 2025 - Elsevier
Control of combustion stability in partial pre-mixed compression ignition (PPCI) engine is
one of the main issues facing its application. However, the multi-parameter coupling and …

Combustion and AI

M Yao - Energy and AI, 2023 - ui.adsabs.harvard.edu
Combustion science has been a classical science since human beings learned to drill wood
to make fire. Through the first and second industrial revolutions, the combustion science has …

[HTML][HTML] Diseño y comparación de datos mediante una simulación fluido dinámica en diversas geometrías de una tobera de admisión

MA Arbelaez Cartagenova… - Revista Científica y …, 2023 - scielo.senescyt.gob.ec
La producción de varios prototipos se traduce en mayores costos en la etapa de diseño y
optimización de un múltiple de admisión. El objetivo de esta investigación radica en el …

High-Load Engine Simulation of Renewable Diesel Fuel Using A Reduced Mechanism

K Cung, PR Jha, T Briggs, E Smith, A Michlberger… - 2023 - sae.org
Abstract According to the Annual Energy Outlook 2022 (AEO2022) report, almost 30% of the
transport sector will still use internal combustion engines (ICE) until 2050. The transportation …

Machine-Learning Based Prediction of Rate of Injection in High-Pressure Injector

L Yun, J Park, HS Sim - Journal of ILASS-Korea, 2024 - koreascience.kr
This study explores the rate of injection (ROI) and injection quantities of a solenoid-type high-
pressure injector under varying conditions by integrating experimental methods with …