Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …

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 …

Toward accommodating realistic fuel chemistry in large-scale computations

T Lu, CK Law - Progress in Energy and Combustion Science, 2009 - Elsevier
The need and prospect of incorporating realistic fuel chemistry in large-scale simulations of
combustion phenomena and combustor performance are reviewed. The review first …

Collecting performance data with PAPI-C

D Terpstra, H Jagode, H You, J Dongarra - Tools for High Performance …, 2010 - Springer
Modern high performance computer systems continue to increase in size and complexity.
Tools to measure application performance in these increasingly complex environments must …

Ignition of turbulent non-premixed flames

E Mastorakos - Progress in energy and combustion science, 2009 - Elsevier
The initiation of turbulent non-premixed combustion of gaseous fuels through autoignition
and through spark ignition is reviewed, motivated by the increasing relevance of these …

Origins of the deflagration-to-detonation transition in gas-phase combustion

ES Oran, VN Gamezo - Combustion and flame, 2007 - Elsevier
This paper summarizes a 10-year theoretical and numerical effort to understand the
deflagration-to-detonation transition (DDT). To simulate DDT from first principles, it is …

Structure and dynamics of highly turbulent premixed combustion

AM Steinberg, PE Hamlington, X Zhao - Progress in Energy and …, 2021 - Elsevier
Turbulent premixed combustion involves simultaneous and mutually interacting fluid,
chemical, and transport phenomena spanning a wide range of spatial and temporal scales …

Direct numerical simulations of ignition of a lean n-heptane/air mixture with temperature inhomogeneities at constant volume: Parametric study

CS Yoo, T Lu, JH Chen, CK Law - Combustion and Flame, 2011 - Elsevier
The effect of thermal stratification on the ignition of a lean homogeneous n-heptane/air
mixture at constant volume and high pressure is investigated by direct numerical simulations …

Evaluating temperature and fuel stratification for heat-release rate control in a reactivity-controlled compression-ignition engine using optical diagnostics and chemical …

SL Kokjohn, MPB Musculus, RD Reitz - Combustion and Flame, 2015 - Elsevier
The combustion process in a dual-fuel, reactivity-controlled compression-ignition (RCCI)
engine is investigated using a combination of optical diagnostics and chemical kinetics …

Advanced gasoline engine development using optical diagnostics and numerical modeling

MC Drake, DC Haworth - Proceedings of the Combustion Institute, 2007 - Elsevier
Twenty years ago, homogeneous-charge spark-ignition gasoline engines (using
carburetion, throttle-body-, or port-fuel-injection) were the dominant automotive engines …