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

Uçak Mühendisliği Bölümü

Istanbul Technical University
FEV Group

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

5 Atıf (Scopus)

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2017 Asian Control Conference, ASCC 2017
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	1011-1016
Sayfa sayısı	6
ISBN (Elektronik)	9781509015733
DOI'lar	https://doi.org/10.1109/ASCC.2017.8287309
Yayın durumu	Yayınlandı - 7 Şub 2018
Etkinlik	2017 11th Asian Control Conference, ASCC 2017 - Gold Coast, Australia Süre: 17 Ara 2017 → 20 Ara 2017

Yayın serisi

Adı	2017 Asian Control Conference, ASCC 2017
Hacim	2018-January

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2017 11th Asian Control Conference, ASCC 2017
Ülke/Bölge	Australia
Şehir	Gold Coast
Periyot	17/12/17 → 20/12/17

Bibliyografik not

Publisher Copyright:
© 2017 IEEE.

Finansman

*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]

Finansörler
Istanbul Teknik Üniversitesi

Belgeye Erişim

10.1109/ASCC.2017.8287309

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@inproceedings{5833c124bcf54f22a519b2335b383292,

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.",

author = "Ondes, \{Ertugrul Baris\} and Ismail Bayezit and Imre Poergye and Ahmed Hafsi",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 2017 11th Asian Control Conference, ASCC 2017 ; Conference date: 17-12-2017 Through 20-12-2017",

year = "2018",

month = feb,

day = "7",

doi = "10.1109/ASCC.2017.8287309",

language = "English",

series = "2017 Asian Control Conference, ASCC 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1011--1016",

booktitle = "2017 Asian Control Conference, ASCC 2017",

address = "United States",

}

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, hac. 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; Hac. 2018-January).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Model-based 2-D look-up table calibration tool development

AU - Ondes, Ertugrul Baris

AU - Bayezit, Ismail

AU - Poergye, Imre

AU - Hafsi, Ahmed

PY - 2018/2/7

Y1 - 2018/2/7

N2 - 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.

AB - 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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DO - 10.1109/ASCC.2017.8287309

M3 - Conference contribution

AN - SCOPUS:85047515597

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BT - 2017 Asian Control Conference, ASCC 2017

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

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

Özet

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Bibliyografik not

Finansman

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Diğer Dosyalar ve Linkler

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