Model predictive control of internal combustion engines: A review and future directions

A Norouzi, H Heidarifar, M Shahbakhti, CR Koch… - Energies, 2021 - mdpi.com
An internal combustion engine (ICE) is a highly nonlinear dynamic and complex
engineering system whose operation is constrained by operational limits, including …

A modular approach for diesel engine air path control based on nonlinear MPC

S Hänggi, J Frey, S Van Dooren… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article presents a systematic approach to realize highly dynamic control strategies for
the air path of diesel engines. It is based on grey-box models of individual air path …

Simultaneous control of NOx, soot and fuel economy of a diesel engine with dual-loop EGR and VNT using economic MPC

Z Liu, AM Dizqah, JM Herreros, J Schaub… - Control Engineering …, 2021 - Elsevier
This paper proposes a nonlinear Economic Model Predictive Control (eMPC) strategy for the
airpath management of diesel engines with dual-loop Exhaust Gas Recirculation (EGR) and …

Neural network-based air handling control for modern diesel engines

Q Peng, D Huo, CM Hall - Proceedings of the Institution of …, 2023 - journals.sagepub.com
Complex air handling systems, featuring technologies such as exhaust gas recirculation
(EGR) and variable geometry turbochargers (VGTs), are commonly used in modern diesel …

A comparison of neural network-based strategies for diesel engine air handling control

Q Peng, D Huo, CM Hall - 2022 American Control Conference …, 2022 - ieeexplore.ieee.org
Diesel air handling systems are becoming increasingly complex and commonly feature
technologies such as exhaust gas recirculation (EGR) and variable geometry turbochargers …

Intelligent transient calibration of a dual-loop EGR diesel engine using chaos-enhanced accelerated particle swarm optimization algorithm

Y Zhang, Q Zhou, Z Li, J Li… - Proceedings of the …, 2019 - journals.sagepub.com
This article proposes an intelligent transient calibration method for the air-path controller of a
light-duty diesel engine. This method is developed based on the chaos-enhanced …

Optimization of dual-loop exhaust gas recirculation splitting for a light-duty diesel engine with model-based control

J Park, J Choi - Applied Energy, 2016 - Elsevier
The objective of this research was to develop dual-loop exhaust gas recirculation (EGR) split
strategies. Model-based control was performed by coupling one-dimensional (1D) cycle …

Efficient calibration of real-time model-based controllers for diesel engines—part i: Approach and drive cycle results

RC Shekhar, GS Sankar, C Manzie… - 2017 IEEE 56th …, 2017 - ieeexplore.ieee.org
Controlling a diesel engine air path to achieve optimal engine performance is a challenging
problem, given its multivariable nature and high degree of nonlinearity. Modelbased control …

Lyapunov-stability for the sliding-mode control of a turbocharger subject to state constraints

J Schreibeis, K Wulff, J Reger… - IECON 2017-43rd …, 2017 - ieeexplore.ieee.org
We consider the robust control design for the boost-pressure control of an exhaust-gas
turbocharger of an internal combustion engine. We design a sliding-mode controller using …

Tuneable model predictive control of a turbocharged diesel engine with dual loop exhaust gas recirculation

Y Zhang, G Lu, H Xu, Z Li - Proceedings of the Institution of …, 2018 - journals.sagepub.com
The air path of a turbocharged diesel engine is a multi-input multi-output (MIMO) system with
strong nonlinearity, coupling effect, delay and actuator constraints. This makes the design …