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Modeling and Model-based Control of Automotive Air Paths
Linköping University, Department of Electrical Engineering, Vehicular Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-7888-9167
2022 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The strive towards cleaner and more efficient combustion engines, driven by legislation and cost, introduces new configurations, as exhaust gas recirculation, turbocharging, and variable valve timing, to name a few. Beside all the positive effects on the emissions and fuel consumption, they all affect the air-charge system, which increases the cross-couplings within the air-path control, making it an even more complex system to control. As the SI engine uses a three-way catalytic converter, which enforces a condition of stoichiometric combustion, the amount of air flow and fuel flow are connected. This means that the air flow has a direct impact on the driveability of the engine, through the torque. 

As configurations are constantly improved or added, a component and model-based methodology is chosen in the thesis, as it would bring flexibility and the possibility to reuse previous developments. As it enables the engineers to keep down the development cost and at the same time bring along knowledge of the systems through the model's descriptions.

The air-charge system's task is to supply the combustion chamber with the correct air mass flow, in the most energy efficient way. To be precise in the control of the air mass flow, the actuators are also constantly developed and becoming both faster and more precise. One example of this is in the first part of the thesis, where an electric servo controller for the wastegate actuation is implemented and compared against the more traditionally used actuator, controlled through a pressure difference over a membrane. As the focus for the air-charge system is the control of mass flows, how these flows can be represented by compact models is also investigated in the thesis, as compact models are beneficial for control from a computation time perspective. In the last part of the thesis a simulation study for controlling the intake manifold pressure, with a constraint on intake manifold temperature, using the throttle as actuator is investigated. Lastly, an implementation of a model predictive controller acting as a reference governor, for the throttle and intake cam phasing, in an engine test cell is demonstrated. As the controller only acts as a reference governor it makes it possible for an engineer to develop the actuator controllers independently if a closed loop model of the actuator system is supplied to the controller. The coordination, of the two actuators, is solved by letting the intake cam phasing depend on the intake manifold pressure, that is a state.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2022. , p. 20
Series
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2195
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-181734DOI: 10.3384/9789179291464ISBN: 9789179291457 (print)ISBN: 9789179291464 (electronic)OAI: oai:DiVA.org:liu-181734DiVA, id: diva2:1618553
Public defence
2022-01-28, Ada Lovelace, B Building, Campus Valla, Linköping, 13:15 (English)
Opponent
Supervisors
Note

Funding agencies: Partial funding by Linköping Center of Informatics and Control LINK-SIC and by the project Advanced Automotive Aircharge Integration (AVATAR), between Linköpings universitet and Volvo Personvagnar AB under the Strategic Vehicle Research and Innovation (FFI) program

Available from: 2021-12-13 Created: 2021-12-09 Last updated: 2021-12-13Bibliographically approved
List of papers
1. Investigation of Performance Differences and Control Synthesis for Servo-Controlled and Vacuum-Actuated Wastegates
Open this publication in new window or tab >>Investigation of Performance Differences and Control Synthesis for Servo-Controlled and Vacuum-Actuated Wastegates
2017 (English)In: SAE Technical Paper 2017-01-0592, SAE International , 2017, article id 2017-01-0592Conference paper, Published paper (Refereed)
Abstract [en]

Turbocharging plays an important role in the downsizing of engines. Model-based approaches for boost control are going to increasing the necessity for controlling the wastegate flow more accurately. In today’s cars, the wastegate is usually only controlled with a duty cycle and without position feedback. Due to nonlinearities and varying disturbances a duty cycle does not correspond to a certain position. Currently the most frequently used feedback controller strategy is to use the boost pressure as the controller reference. This means that there is a large time constant from actuation command to effect in boost pressure, which can impair dynamic performance. In this paper, the performance of an electrically controlled vacuum-actuated waste-gate, subsequently referred to as vacuum wastegate, is compared to an electrical servo-controlled wastegate, also referred to as electric wastegate. Their performance is investigated with the two actuators installed on a turbocharged inline four gasoline engine in an engine test bench. Furthermore, different control synthesis designs for these different actuators are investigated. A state-feedback controller with standard models for the electric wastegate is described and implemented, which gives a position-controlled wastegate. One main difference between vacuum and electric wastegate is that the latter has a position sensor. To make an extended comparison between the solutions, the vacuum wastegate is also equipped with a position sensor and controller using standard controller design methods. The controllers are implemented and compared both in a simulation environment and evaluated in an engine test bench. In addition, for the electric wastegate, both soft-landing and tightening features are also implemented and investigated. Their aim is to improve the lifetime and behavior at or near the closed position.

Place, publisher, year, edition, pages
SAE International, 2017
Series
SAE Technical Paper, ISSN 0148-7191
National Category
Control Engineering Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:liu:diva-141856 (URN)10.4271/2017-01-0592 (DOI)2-s2.0-85018446080 (Scopus ID)
Conference
WCX 17: SAE World Congress Experience, Detroit, Michigan, USA, April 4-6, 2017
Available from: 2017-10-10 Created: 2017-10-10 Last updated: 2025-02-14Bibliographically approved
2. Analysis and Development of Compact Models for Mass Flows through Butterfly Throttle Valves
Open this publication in new window or tab >>Analysis and Development of Compact Models for Mass Flows through Butterfly Throttle Valves
2018 (English)In: SAE 2018 World Congress & Exhibition, 2018Conference paper, Published paper (Refereed)
Abstract [en]

Throttles and wastegates are devices used in modern engines for accurate control of the gas flows. It is beneficial, for the control implementation, to have compact and accurate models that describe the flow behavior. The compressible isentropic restriction is a frequently used model, it is simple and reasonable accurate but it has some issues. One special issue is that it predicts that the choking occurs at too high pressure ratios, for example the isentropic model predicts choking at a pressure ratio of 0.52, while experimental data can have choking at 0.4 or even lower. In this work, experimental data is acquired from throttles tested both in a flow bench and mounted as main throttle on a turbocharged gasoline engine. To analyze the flow behavior several flow characterizations are performed at different throttle openings. For the engine installation a special test procedure is adopted and the results show that the engine and the flow bench give the same characteristic behavior of the throttle. In particular, both installations show choking pressure ratios that are significantly lower than what the compressible isentropic restriction predicts. To remedy this and capture the behavior, different modifications of the isentropic model are investigated. Some promising model modifications are analyzed; one that uses the conservation of momentum, energy, and mass to derive a compact expression for the mass flow, and another that uses an ellipse model. All modifications analyzed give lower pressure ratios at choking.

Series
SAE Technical Papers, ISSN 0148-7191, E-ISSN 2688-3627
National Category
Vehicle and Aerospace Engineering Control Engineering
Identifiers
urn:nbn:se:liu:diva-169739 (URN)10.4271/2018-01-0876 (DOI)
Conference
SAE 2018 World Congress & Exhibition
Available from: 2020-09-17 Created: 2020-09-17 Last updated: 2025-02-14
3. Throttle Control using NMPC with Soft Intake Temperature Constraint for Knock Mitigation
Open this publication in new window or tab >>Throttle Control using NMPC with Soft Intake Temperature Constraint for Knock Mitigation
2021 (English)In: 6th IFAC Conference on Engine Powertrain Control, Simulation and Modeling E-COSM 2021: Tokyo, Japan, 23-25 August 2021 / [ed] Carlos Guardiola, ELSEVIER , 2021, Vol. 54, no 10, p. 203-208Conference paper, Published paper (Refereed)
Abstract [en]

Knocking is an unwanted behavior that is affected by the intake manifold temperature. This paper demonstrates through simulation how nonlinear Model Predictive Control design could be used as a reference governor for the control of the throttle position, with a soft constraint on intake manifold temperature. The implementation is able to suppress the peak temperature during an acceleration by slowing down the pressure build-up. Because of the usually slow dynamics of the temperature sensors, the paper proposes an Extended Kalman Filter implementation that uses a transient detection to decide whether to rely on the sensor feedback or the model. Copyright (C) 2021 The Authors.

Place, publisher, year, edition, pages
ELSEVIER, 2021
Series
IFAC-PapersOnLine, ISSN 2405-8963 ; 10
Keywords
Model Predictive Control; MPC; Air-path control
National Category
Control Engineering
Identifiers
urn:nbn:se:liu:diva-181506 (URN)10.1016/j.ifacol.2021.10.164 (DOI)000714394400033 ()2-s2.0-85120739004 (Scopus ID)
Conference
6th IFAC Conference on Engine Powertrain Control, Simulation and Modeling (E-COSM), Tokyo, JAPAN, aug 23-25, 2021
Note

Funding Agencies|Vinnova Competence Center LINK-SIC

Available from: 2021-12-02 Created: 2021-12-02 Last updated: 2025-11-17Bibliographically approved

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