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 …
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 …
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
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 …
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
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 …
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
In recent years, as engine control strategies have grown increasingly sophisticated in a
continued drive for increasing efficiency and reducing emissions, engine operation has …
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
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 …
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
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 …
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
For energy-assisted compression ignition (EACI) engine propulsion at high-altitude
operating conditions using sustainable jet fuels with varying cetane numbers, it is essential …
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 …
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 …
(MPC) for connected parallel HEVs with available traffic information. In the first stage, a …