A survey on online learning and optimization for spark advance control of SI engines

Y Zhang, X Shen, T Shen - Science China Information Sciences, 2018 - Springer
One of the most important factors affecting fuel efficiency and emissions of automotive
engines is combustion quality that is usually controlled by managing spark advance (SA) in …

Combustion variation control strategy with thermal efficiency optimization for lean combustion in spark-ignition engines

Z Xu, Y Zhang, H Di, T Shen - Applied Energy, 2019 - Elsevier
A widespread consensus among internal combustion engine researchers is that higher
thermal efficiency can be achieved with lean combustion. However, compared with a normal …

Learning reference governor for cycle-to-cycle combustion control with misfire avoidance in spark-ignition engines at high exhaust gas recirculation–diluted conditions

BP Maldonado, N Li, I Kolmanovsky… - … Journal of Engine …, 2020 - journals.sagepub.com
Cycle-to-cycle feedback control is employed to achieve optimal combustion phasing while
maintaining high levels of exhaust gas recirculation by adjusting the spark advance and the …

Cycle-to-cycle combustion variability modelling in spark ignited engines for control purposes

B Pla, J De la Morena, P Bares… - International Journal of …, 2020 - journals.sagepub.com
A control-oriented model of spark ignition combustion is presented. The model makes use of
avaliable signals, such as spark advance, air mass, intake pressure, and lambda, to …

Artificial-intelligence-based prediction and control of combustion instabilities in spark-ignition engines

B Maldonado, A Stefanopoulou, B Kaul - Artificial Intelligence and Data …, 2022 - Elsevier
In recent years, as engine control strategies have grown increasingly sophisticated in a
continued drive for increasing efficiency and reducing emissions, engine operation has …

Next-cycle optimal dilute combustion control via online learning of cycle-to-cycle variability using kernel density estimators

BP Maldonado, BC Kaul, CD Schuman… - … on Control Systems …, 2022 - ieeexplore.ieee.org
Dilute combustion using exhaust gas recirculation (EGR) presents a cost-effective method
for increasing the efficiency of spark-ignition (SI) engines. However, the maximum amount of …

Portable in-cylinder pressure measurement and signal processing system for real-time combustion analysis and engine control

Y Luo, B Maldonado, S Liu, C Solbrig, D Adair… - … International Journal of …, 2020 - sae.org
This paper presents an in-cylinder pressure measurement system for cycle-to-cycle
feedback combustion control purposes. Such a system uses off-the-shelf components to …

A misfire-integrated Gaussian process (MInt-GP) emulator for energy-assisted compression ignition (EACI) engines with varying cetane number jet fuels

SR Narayanan, Y Ji, HD Sapra… - … Journal of Engine …, 2024 - journals.sagepub.com
For energy-assisted compression ignition (EACI) engine propulsion at high-altitude
operating conditions using sustainable jet fuels with varying cetane numbers, it is essential …

Probabilistic guaranteed gradient learning-based spark advance self-optimizing control for spark-ignited engines

Y Zhang, J Gao, T Shen - IEEE Transactions on Neural …, 2017 - ieeexplore.ieee.org
In spark-ignited (SI) engines, the spark advance (SA) controls the combustion phase that
has a significant impact on the efficiency. Online self-optimizing control (SOC) of SA to …

Two-stage on-board optimization of merging velocity planning with energy management for HEVs

B Zhang, W Cao, T Shen - Control Theory and Technology, 2019 - Springer
This paper proposes a two-stage hierarchy control system with model predictive control
(MPC) for connected parallel HEVs with available traffic information. In the first stage, a …