Diesel engine modeling based on recurrent neural networks for a hardware-in-the-loop simulation system of diesel generator sets

M Yu, X Tang, Y Lin, X Wang - Neurocomputing, 2018 - Elsevier
The electronic speed governors are widely used in diesel generator sets (DGS). To develop
and debug electronic speed governor, the best option is to build a hardware-in-the-loop …

Optimal control of a variable geometry turbocharged diesel engine using neural networks: Applications on the ETC test cycle

R Omran, R Younes… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
Modern diesel engines are typically equipped with variable geometry turbo-compressor,
exhaust gas recirculation (EGR) system, common rail injection system, and post-treatment …

Dynamic feedback linearization applied to asymptotic tracking: Generalization about the turbocharged diesel engine outputs choice

M Dabo, N Langlois, H Chafouk - 2009 American Control …, 2009 - ieeexplore.ieee.org
In this paper we apply dynamic feedback linearization to the tracking problem for a
turbocharged diesel engine (TDE) equipped with exhaust gas recirculation (EGR) valve and …

VGT and EGR control of common-rail diesel engines using an artificial neural network

B Oh, M Lee, Y Park, J Sohn… - … of engineering for …, 2013 - asmedigitalcollection.asme.org
In diesel engines, variable geometry turbocharger (VGT) and exhaust gas recirculation
(EGR) systems are used to increase engine specific power and reduce NOx emissions …

Tracking-control for the boost-pressure of a turbo-charger based on a local model network

J Willkomm, K Wulff, J Reger - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
We consider the reference tracking problem for boost-pressure control of an exhaust-gas
turbo-charger. We adopt a two degree-of-freedom controller structure with feedforward …

A design framework for predictive engine control

X Wang, H Waschl, D Alberer… - Oil & Gas Science …, 2011 - ogst.ifpenergiesnouvelles.fr
Model Predictive Control (MPC) has been proposed several times for automotive control,
with promising results, mostly based on a linear MPC approach. However, as most …

NCGPC with dynamic extension applied to a Turbocharged Diesel Engine

M Dabo, N Langlois, W Respondek… - IFAC Proceedings Volumes, 2008 - Elsevier
This paper presents a control design method applied to diesel engines equipped with a
Variable Geometry Turbocharger (VGT) and an Exhaust Gas Recirculation (EGR) valve. The …

Nonlinear compensators of exhaust gas recirculation and variable geometry turbocharger systems using air path models for a CRDI diesel engine

Y Park, I Park, J Lee, K Min… - … of engineering for …, 2014 - asmedigitalcollection.asme.org
This paper investigates the design of model-based feedforward compensators for exhaust
gas recirculation (EGR) and variable geometry turbocharger (VGT) systems using air path …

A virtual references design approach for diesel engine control optimization

D Alberer, M Hirsch, L Del Re - Control Engineering Practice, 2010 - Elsevier
This paper advocates the use of virtual references for engine control loops instead of the
commonly used physical variables. Virtual references are derived from measurements by …

A long short-term memory neural network approach for the hardware-in-the-loop simulation of diesel generator sets

J Wang - Measurement and Control, 2020 - journals.sagepub.com
The electronic speed governor plays an important role in diesel generator sets. The ideal
method for develo** and debugging the electronic governor is to simulate the diesel …