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) …

Evolution, challenges and path forward for low temperature combustion engines

AK Agarwal, AP Singh, RK Maurya - Progress in energy and combustion …, 2017‏ - Elsevier
Universal concerns about degradation in ambient environment, stringent emission
legislations, depletion of petroleum reserves, security of fuel supply and global warming …

Modeling and controller design architecture for cycle-by-cycle combustion control of homogeneous charge compression ignition (HCCI) engines–a comprehensive …

M Fathi, O Jahanian, M Shahbakhti - Energy Conversion and Management, 2017‏ - Elsevier
Homogeneous charge compression ignition (HCCI) combustion engines are advantageous
in terms of good fuel economy and low levels of soot-nitrogen oxides (NOx) emissions …

Is cylinder pressure-based control required to meet future HD legislation?

F Willems - IFAC-PapersOnLine, 2018‏ - Elsevier
This work aims to determine the potential and benefits of cylinder pressure-based control
(CPBC) to meet future emission legislation for heavy-duty automotive applications. Focus is …

Modeling cycle-to-cycle dynamics and mode transition in HCCI engines with variable valve actuation

GM Shaver, MJ Roelle, JC Gerdes - Control Engineering Practice, 2006‏ - Elsevier
Due to dilution limits, homogeneous charge compression ignition (HCCI) engines will need
to switch to a conventional spark ignition (SI) or diesel mode at very low and high load …

Grey-box modeling of HCCI engines

M Bidarvatan, V Thakkar, M Shahbakhti, B Bahri… - Applied Thermal …, 2014‏ - Elsevier
Abstract Homogenous Charge Compression Ignition (HCCI) holds promise to increase
indicated thermal efficiency and reduce Nitrogen Oxides (NOx) and Particulate Matter (PM) …

Model-based control of HCCI engines using exhaust recompression

N Ravi, MJ Roelle, HH Liao… - … on Control Systems …, 2009‏ - ieeexplore.ieee.org
Homogeneous charge compression ignition (HCCI) is one of the most promising piston-
engine concepts for the future, providing significantly improved efficiency and emissions …

Dynamic modeling of residual-affected homogeneous charge compression ignition engines with variable valve actuation

GM Shaver, JC Gerdes, MJ Roelle, PA Caton… - 2005‏ - asmedigitalcollection.asme.org
One practical method for achieving homogeneous charge compression ignition (HCCI) in
internal combustion engines is to modulate the valves to trap or reinduct exhaust gases …

Controlling the optimal combustion phasing in an HCCI engine based on load demand and minimum emissions

M Nazoktabar, SA Jazayeri, M Parsa, DD Ganji… - Energy, 2019‏ - Elsevier
Despite the potential benefits of the Homogenous Charge Compression Ignition (HCCI)
engines, controlling the combustion phasing and emissions are the main obstacles in its …

Hybrid modelling of homogeneous charge compression ignition (HCCI) engine dynamics—a survey

J Bengtsson, P Strandh, R Johansson… - … journal of control, 2007‏ - Taylor & Francis
The Homogeneous charge compression ignition (HCCI) principle holds promise to increase
efficiency and to reduce emissions from internal combustion engines. As HCCI combustion …