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) …

[HTML][HTML] Knocking combustion in spark-ignition engines

Z Wang, H Liu, RD Reitz - Progress in Energy and Combustion Science, 2017 - Elsevier
Knocking combustion research is crucially important because it determines engine
durability, fuel consumption, and power density, as well as noise and emission performance …

Recent progress in gasoline surrogate fuels

SM Sarathy, A Farooq, GT Kalghatgi - Progress in Energy and Combustion …, 2018 - Elsevier
Petroleum-derived gasoline is currently the most widely used fuel for transportation
propulsion. The design and operation of gasoline fuels is governed by specific physical and …

What fuel properties enable higher thermal efficiency in spark-ignited engines?

JP Szybist, S Busch, RL McCormick, JA Pihl… - Progress in Energy and …, 2021 - Elsevier
Abstract The Co-Optimization of Fuels and Engines (Co-Optima) initiative from the US
Department of Energy aims to co-develop fuels and engines in an effort to maximize energy …

Advances in rapid compression machine studies of low-and intermediate-temperature autoignition phenomena

SS Goldsborough, S Hochgreb, G Vanhove… - Progress in Energy and …, 2017 - Elsevier
Rapid compression machines (RCMs) are widely used to acquire experimental insights into
fuel autoignition and pollutant formation chemistry, especially at conditions relevant to …

Dynamics of cool flames

Y Ju, CB Reuter, OR Yehia, TI Farouk… - Progress in Energy and …, 2019 - Elsevier
Cool flames play a critical role in ignition timing, burning rate, burning limits, engine
knocking, and emissions in conventional and advanced combustion engines. This paper …

Investigation of rapid flame front controlled knock combustion and its suppression in natural gas dual-fuel marine engine

Y Wu, L Liu, B Liu, E Cao, Q **ong - Energy, 2023 - Elsevier
In this study, a new-type knock mechanism for large-bore marine engines, which differs from
the existing end-gas auto-ignition knock theory and detonation wave theory, is fully …

Effects of thermodynamic conditions on the end gas combustion mode associated with engine knock

Y Qi, Z Wang, J Wang, X He - Combustion and Flame, 2015 - Elsevier
Super-knock is the main obstacle to improve power density and engine efficiency of modern
gasoline engines. To understand the mechanism of super-knock, this study presents an …

The role of low temperature chemistry in combustion mode development under elevated pressures

J Pan, H Wei, G Shu, Z Chen, P Zhao - Combustion and Flame, 2016 - Elsevier
Abstract Negative Temperature Coefficient (NTC) behavior is an essential feature of low-
temperature oxidation for large hydrocarbon fuels, which is of particular relevance to cool …

Auto-ignition and knocking combustion characteristics of iso-octane-ammonia fuel blends in a rapid compression machine

R Zhang, W Liu, Q Zhang, Y Qi, Z Wang - Fuel, 2023 - Elsevier
Ammonia has attracted much attention because of its carbon-free nature. Ammonia also has
a high research octane number (RON), making it a promising anti-knock additive for …