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Multiple-Input Multiple-Output Model Predictive Control of a Diesel Engine

Henningsson, Maria LU ; Ekholm, Kent LU ; Strandh, Petter LU and Johansson, Rolf LU orcid (2010) In IFAC Proceedings Volumes (IFAC-PapersOnline) 43(7). p.131-136
Abstract
Traditionally, diesel engine control has had to rely on indirect feedback variables and empirical open-loop maps because direct measurements of the variables representing high-level objectives, such as emissions, have not been available in production engines. With new sensors being developed, the opportunity opens to design the controller directly based on high-level objectives. In this paper, we propose to use model predictive control as a systematic way to go directly from high-level specifications to a control algorithm. The controller uses four actuator variables and five measured variables and is based on a model obtained through system identification. Experimental results on a six-cylinder heavy-duty engine around a fixed operating... (More)
Traditionally, diesel engine control has had to rely on indirect feedback variables and empirical open-loop maps because direct measurements of the variables representing high-level objectives, such as emissions, have not been available in production engines. With new sensors being developed, the opportunity opens to design the controller directly based on high-level objectives. In this paper, we propose to use model predictive control as a systematic way to go directly from high-level specifications to a control algorithm. The controller uses four actuator variables and five measured variables and is based on a model obtained through system identification. Experimental results on a six-cylinder heavy-duty engine around a fixed operating point demonstrate the potential of the control scheme.
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Please use this url to cite or link to this publication:
author
; ; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
MPC, MIMO, Diesel Engine
in
IFAC Proceedings Volumes (IFAC-PapersOnline)
volume
43
issue
7
pages
6 pages
publisher
IFAC Secretariat
external identifiers
  • scopus:80051865315
ISSN
2405-8963
DOI
10.3182/20100712-3-DE-2013.00003
project
Diesel HCCI in a Multi-Cylinder Engine
language
English
LU publication?
yes
id
53a856ff-e76f-41f4-a20a-a1212e584911 (old id 1759177)
date added to LUP
2016-04-04 13:32:40
date last changed
2023-04-09 09:11:33
@article{53a856ff-e76f-41f4-a20a-a1212e584911,
  abstract     = {{Traditionally, diesel engine control has had to rely on indirect feedback variables and empirical open-loop maps because direct measurements of the variables representing high-level objectives, such as emissions, have not been available in production engines. With new sensors being developed, the opportunity opens to design the controller directly based on high-level objectives. In this paper, we propose to use model predictive control as a systematic way to go directly from high-level specifications to a control algorithm. The controller uses four actuator variables and five measured variables and is based on a model obtained through system identification. Experimental results on a six-cylinder heavy-duty engine around a fixed operating point demonstrate the potential of the control scheme.<br/>}},
  author       = {{Henningsson, Maria and Ekholm, Kent and Strandh, Petter and Johansson, Rolf}},
  issn         = {{2405-8963}},
  keywords     = {{MPC; MIMO; Diesel Engine}},
  language     = {{eng}},
  number       = {{7}},
  pages        = {{131--136}},
  publisher    = {{IFAC Secretariat}},
  series       = {{IFAC Proceedings Volumes (IFAC-PapersOnline)}},
  title        = {{Multiple-Input Multiple-Output Model Predictive Control of a Diesel Engine}},
  url          = {{http://dx.doi.org/10.3182/20100712-3-DE-2013.00003}},
  doi          = {{10.3182/20100712-3-DE-2013.00003}},
  volume       = {{43}},
  year         = {{2010}},
}