Model-based 2-D look-up table calibration tool development

Ertugrul Baris Ondes; Ismail Bayezit; Imre Poergye; Ahmed Hafsi

doi:10.1109/ASCC.2017.8287309

Model-based 2-D look-up table calibration tool development

Ertugrul Baris Ondes
, Ismail Bayezit
, Imre Poergye
, Ahmed Hafsi

Department of Aeronautical Engineering

Istanbul Technical University
FEV Group

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

Look-up tables are used in a great variety of fields; their simple structure makes them a common choice for nonlinear models. In automotive applications, engine control unit (ECU) software includes many 1-D and 2-D look-up tables. These tables need to be calibrated with expert engineer during long hours of testing. The look-up tables might require being created from the measurement data, or they might require being updated due to several reasons. A simple and fast mathematical approach is introduced in this work for these requirements. The algorithm is applied to a soot emission measurement data, which is provided from FEV Europe GmbH. It is demonstrated that the created generic look-up table results in the low amount of error. In addition to details of the algorithm, and the simulation demonstration; further improvements and other possible applications of the approach is given throughout the paper.

Original language	English
Title of host publication	2017 Asian Control Conference, ASCC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1011-1016
Number of pages	6
ISBN (Electronic)	9781509015733
DOIs	https://doi.org/10.1109/ASCC.2017.8287309
Publication status	Published - 7 Feb 2018
Event	2017 11th Asian Control Conference, ASCC 2017 - Gold Coast, Australia Duration: 17 Dec 2017 → 20 Dec 2017

Publication series

Name	2017 Asian Control Conference, ASCC 2017
Volume	2018-January

Conference

Conference	2017 11th Asian Control Conference, ASCC 2017
Country/Territory	Australia
City	Gold Coast
Period	17/12/17 → 20/12/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

Funding

*This work was supported by FEV GmbH 1Ertugrul Baris Ondes is with Faculty of Aeronautics and Astronautics, Istanbul Technical University, 34469 Istanbul, Turkey [email protected] 2Ismail Bayezit is with Faculty of Aeronautics and Astronautics, Istanbul Technical University, 34469 Istanbul, Turkey [email protected] 3Imre Poergye is with FEV Europe GmbH, Business Unit Diesel, 52477 Alsdorf, Germany [email protected] 4Ahmed Hafsi is with FEV Europe GmbH, Business Unit Diesel, 70736 Fellbach, Germany [email protected]

Funders
Istanbul Teknik Üniversitesi

Access to Document

10.1109/ASCC.2017.8287309

Cite this

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title = "Model-based 2-D look-up table calibration tool development",

abstract = "Look-up tables are used in a great variety of fields; their simple structure makes them a common choice for nonlinear models. In automotive applications, engine control unit (ECU) software includes many 1-D and 2-D look-up tables. These tables need to be calibrated with expert engineer during long hours of testing. The look-up tables might require being created from the measurement data, or they might require being updated due to several reasons. A simple and fast mathematical approach is introduced in this work for these requirements. The algorithm is applied to a soot emission measurement data, which is provided from FEV Europe GmbH. It is demonstrated that the created generic look-up table results in the low amount of error. In addition to details of the algorithm, and the simulation demonstration; further improvements and other possible applications of the approach is given throughout the paper.",

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Ondes, EB, Bayezit, I, Poergye, I & Hafsi, A 2018, Model-based 2-D look-up table calibration tool development. in 2017 Asian Control Conference, ASCC 2017. 2017 Asian Control Conference, ASCC 2017, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 1011-1016, 2017 11th Asian Control Conference, ASCC 2017, Gold Coast, Australia, 17/12/17. https://doi.org/10.1109/ASCC.2017.8287309

Model-based 2-D look-up table calibration tool development. / Ondes, Ertugrul Baris; Bayezit, Ismail; Poergye, Imre et al.
2017 Asian Control Conference, ASCC 2017. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1011-1016 (2017 Asian Control Conference, ASCC 2017; Vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Model-based 2-D look-up table calibration tool development

Abstract

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Bibliographical note

Funding

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