Identification of air-fuel ratio dynamics in SI engines using linear parameter varying techniques

Rohit Zope, Javad Mohammadpour, Karolos Grigoriadis, Matthew Franchek, Reza Tafreshi, Houshang Masoudi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

Accurate identification of the air-fuel ratio system dynamics in a spark-ignition (SI) engine is important to develop control methodologies leading to minimized emissions, as well as enhanced performance and efficiency. The fuel path of an SI engine exhibits time-varying dynamics. Presented in this paper is a new method for identifying the air-fuel ratio dynamics by casting the time-varying dynamics as a linear parameter-varying (LPV) system. The identification method assumes a known, physically motivated dependence of the model coefficients on the externally measurable engine parameters. The LPV system identification problem is reduced to a problem of linear regression and solved iteratively. Experiments performed on a 5.4L V8 Ford engine validate the accuracy of the proposed method.

Original languageEnglish
Title of host publicationProceedings of the 13th IASTED International Conference on Control and Applications, CA 2011
Pages120-125
Number of pages6
DOIs
Publication statusPublished - 2011
Event13th IASTED International Conference on Control and Applications, CA 2011 - Vancouver, BC, Canada
Duration: 1 Jun 20113 Jun 2011

Other

Other13th IASTED International Conference on Control and Applications, CA 2011
CountryCanada
CityVancouver, BC
Period1/6/113/6/11

Fingerprint

Internal combustion engines
Air
Engines
Linear regression
Identification (control systems)
Casting
Dynamical systems
Experiments

Keywords

  • Air-fuel ratio dynamics
  • Linear parameter varying systems
  • SI engines
  • System identification

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Control and Systems Engineering

Cite this

Zope, R., Mohammadpour, J., Grigoriadis, K., Franchek, M., Tafreshi, R., & Masoudi, H. (2011). Identification of air-fuel ratio dynamics in SI engines using linear parameter varying techniques. In Proceedings of the 13th IASTED International Conference on Control and Applications, CA 2011 (pp. 120-125) https://doi.org/10.2316/P.2011.729-044

Identification of air-fuel ratio dynamics in SI engines using linear parameter varying techniques. / Zope, Rohit; Mohammadpour, Javad; Grigoriadis, Karolos; Franchek, Matthew; Tafreshi, Reza; Masoudi, Houshang.

Proceedings of the 13th IASTED International Conference on Control and Applications, CA 2011. 2011. p. 120-125.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Zope, R, Mohammadpour, J, Grigoriadis, K, Franchek, M, Tafreshi, R & Masoudi, H 2011, Identification of air-fuel ratio dynamics in SI engines using linear parameter varying techniques. in Proceedings of the 13th IASTED International Conference on Control and Applications, CA 2011. pp. 120-125, 13th IASTED International Conference on Control and Applications, CA 2011, Vancouver, BC, Canada, 1/6/11. https://doi.org/10.2316/P.2011.729-044
Zope R, Mohammadpour J, Grigoriadis K, Franchek M, Tafreshi R, Masoudi H. Identification of air-fuel ratio dynamics in SI engines using linear parameter varying techniques. In Proceedings of the 13th IASTED International Conference on Control and Applications, CA 2011. 2011. p. 120-125 https://doi.org/10.2316/P.2011.729-044
Zope, Rohit ; Mohammadpour, Javad ; Grigoriadis, Karolos ; Franchek, Matthew ; Tafreshi, Reza ; Masoudi, Houshang. / Identification of air-fuel ratio dynamics in SI engines using linear parameter varying techniques. Proceedings of the 13th IASTED International Conference on Control and Applications, CA 2011. 2011. pp. 120-125
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