Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping

In the present paper, a model-based controller of engine torque and engine-out Nitrogen oxide (NOx) emissions, which was previously developed and tested by means of offline simulations, has been validated on a FPT F1C 3.0 L diesel engine by means of rapid prototyping. With reference to the previous...

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Main Authors: Stefano d’Ambrosio, Roberto Finesso, Gilles Hardy, Andrea Manelli, Alessandro Mancarella, Omar Marello, Antonio Mittica
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/4/1107
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spelling doaj-0a6924e6034e4dce84523e483051a6e72021-02-20T00:04:49ZengMDPI AGEnergies1996-10732021-02-01141107110710.3390/en14041107Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid PrototypingStefano d’Ambrosio0Roberto Finesso1Gilles Hardy2Andrea Manelli3Alessandro Mancarella4Omar Marello5Antonio Mittica6Department of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyDepartment of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyFPT Motorenforschung AG, Schlossgasse 2, 9320 Arbon, SwitzerlandDepartment of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyDepartment of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyDepartment of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyDepartment of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyIn the present paper, a model-based controller of engine torque and engine-out Nitrogen oxide (NOx) emissions, which was previously developed and tested by means of offline simulations, has been validated on a FPT F1C 3.0 L diesel engine by means of rapid prototyping. With reference to the previous version, a new NO<sub>x</sub> model has been implemented to improve robustness in terms of NO<sub>x</sub> prediction... The experimental tests have confirmed the basic functionality of the controller in transient conditions, over different load ramps at fixed engine speeds, over which the average RMSE (Root Mean Square Error) values for the control of NO<sub>x</sub> emissions were of the order of 55–90 ppm, while the average RMSE values for the control of brake mean effective pressure (BMEP) were of the order of 0.25–0.39 bar. However, the test results also highlighted the need for further improvements, especially concerning the effect of the engine thermal state on the NO<sub>x</sub> emissions in transient operation. Moreover, several aspects, such as the check of the computational time, the impact of the controller on other pollutant emissions, or on the long-term engine operations, will have to be evaluated in future studies in view of the controller implementation on the engine control unit.https://www.mdpi.com/1996-1073/14/4/1107torquenitrogen oxide emissionsmodel-based controldiesel engines
collection DOAJ
language English
format Article
sources DOAJ
author Stefano d’Ambrosio
Roberto Finesso
Gilles Hardy
Andrea Manelli
Alessandro Mancarella
Omar Marello
Antonio Mittica
spellingShingle Stefano d’Ambrosio
Roberto Finesso
Gilles Hardy
Andrea Manelli
Alessandro Mancarella
Omar Marello
Antonio Mittica
Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping
Energies
torque
nitrogen oxide emissions
model-based control
diesel engines
author_facet Stefano d’Ambrosio
Roberto Finesso
Gilles Hardy
Andrea Manelli
Alessandro Mancarella
Omar Marello
Antonio Mittica
author_sort Stefano d’Ambrosio
title Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping
title_short Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping
title_full Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping
title_fullStr Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping
title_full_unstemmed Model-Based Control of Torque and Nitrogen Oxide Emissions in a Euro VI 3.0 L Diesel Engine through Rapid Prototyping
title_sort model-based control of torque and nitrogen oxide emissions in a euro vi 3.0 l diesel engine through rapid prototyping
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-02-01
description In the present paper, a model-based controller of engine torque and engine-out Nitrogen oxide (NOx) emissions, which was previously developed and tested by means of offline simulations, has been validated on a FPT F1C 3.0 L diesel engine by means of rapid prototyping. With reference to the previous version, a new NO<sub>x</sub> model has been implemented to improve robustness in terms of NO<sub>x</sub> prediction... The experimental tests have confirmed the basic functionality of the controller in transient conditions, over different load ramps at fixed engine speeds, over which the average RMSE (Root Mean Square Error) values for the control of NO<sub>x</sub> emissions were of the order of 55–90 ppm, while the average RMSE values for the control of brake mean effective pressure (BMEP) were of the order of 0.25–0.39 bar. However, the test results also highlighted the need for further improvements, especially concerning the effect of the engine thermal state on the NO<sub>x</sub> emissions in transient operation. Moreover, several aspects, such as the check of the computational time, the impact of the controller on other pollutant emissions, or on the long-term engine operations, will have to be evaluated in future studies in view of the controller implementation on the engine control unit.
topic torque
nitrogen oxide emissions
model-based control
diesel engines
url https://www.mdpi.com/1996-1073/14/4/1107
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