Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation

Hakan Guner; Seniz Ertugrul; Gokhan Tansel Tayyar

doi:10.1109/CoDIT62066.2024.10708426

Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation

Hakan Guner^*, Seniz Ertugrul, Gokhan Tansel Tayyar

^*Bu çalışma için yazışmadan sorumlu yazar

Gemi İnş. ve Gemi Mak. Müh. Böl.

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

Özet

Hydraulic systems work under harsh conditions and fault diagnosis is of vital importance. The right set of sensors to collect data for the possible faults should be selected. In this paper, an electrohydraulic system model is established on Simscape on the Matlab platform, and typical hydraulic faults are simulated by using the software. Later, the data-driven approach was employed by using the Matlab Diagnostic Feature Designer Toolbox and Feature Classification Toolbox for best fit for fault identification.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	229-235
Sayfa sayısı	7
ISBN (Elektronik)	9798350373974
DOI'lar	https://doi.org/10.1109/CoDIT62066.2024.10708426
Yayın durumu	Yayınlandı - 2024
Etkinlik	10th International Conference on Control, Decision and Information Technologies, CoDIT 2024 - Valletta, Malta Süre: 1 Tem 2024 → 4 Tem 2024

Yayın serisi

Adı	10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024

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

???event.eventtypes.event.conference???	10th International Conference on Control, Decision and Information Technologies, CoDIT 2024
Ülke/Bölge	Malta
Şehir	Valletta
Periyot	1/07/24 → 4/07/24

Bibliyografik not

Publisher Copyright:
© 2024 IEEE.

Belgeye Erişim

10.1109/CoDIT62066.2024.10708426

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Guner, H., Ertugrul, S., & Tayyar, G. T. (2024). Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation. In 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024 (pp. 229-235). (10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CoDIT62066.2024.10708426

Guner, Hakan ; Ertugrul, Seniz ; Tayyar, Gokhan Tansel. / Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation. 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 229-235 (10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024).

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title = "Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation",

abstract = "Hydraulic systems work under harsh conditions and fault diagnosis is of vital importance. The right set of sensors to collect data for the possible faults should be selected. In this paper, an electrohydraulic system model is established on Simscape on the Matlab platform, and typical hydraulic faults are simulated by using the software. Later, the data-driven approach was employed by using the Matlab Diagnostic Feature Designer Toolbox and Feature Classification Toolbox for best fit for fault identification.",

author = "Hakan Guner and Seniz Ertugrul and Tayyar, {Gokhan Tansel}",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 10th International Conference on Control, Decision and Information Technologies, CoDIT 2024 ; Conference date: 01-07-2024 Through 04-07-2024",

year = "2024",

doi = "10.1109/CoDIT62066.2024.10708426",

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series = "10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024",

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Guner, H, Ertugrul, S & Tayyar, GT 2024, Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation. in 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024. 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024, Institute of Electrical and Electronics Engineers Inc., pp. 229-235, 10th International Conference on Control, Decision and Information Technologies, CoDIT 2024, Valletta, Malta, 1/07/24. https://doi.org/10.1109/CoDIT62066.2024.10708426

Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation. / Guner, Hakan; Ertugrul, Seniz; Tayyar, Gokhan Tansel.
10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 229-235 (10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024).

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

TY - GEN

T1 - Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation

AU - Guner, Hakan

AU - Ertugrul, Seniz

AU - Tayyar, Gokhan Tansel

PY - 2024

Y1 - 2024

N2 - Hydraulic systems work under harsh conditions and fault diagnosis is of vital importance. The right set of sensors to collect data for the possible faults should be selected. In this paper, an electrohydraulic system model is established on Simscape on the Matlab platform, and typical hydraulic faults are simulated by using the software. Later, the data-driven approach was employed by using the Matlab Diagnostic Feature Designer Toolbox and Feature Classification Toolbox for best fit for fault identification.

AB - Hydraulic systems work under harsh conditions and fault diagnosis is of vital importance. The right set of sensors to collect data for the possible faults should be selected. In this paper, an electrohydraulic system model is established on Simscape on the Matlab platform, and typical hydraulic faults are simulated by using the software. Later, the data-driven approach was employed by using the Matlab Diagnostic Feature Designer Toolbox and Feature Classification Toolbox for best fit for fault identification.

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U2 - 10.1109/CoDIT62066.2024.10708426

DO - 10.1109/CoDIT62066.2024.10708426

M3 - Conference contribution

AN - SCOPUS:85208234891

T3 - 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024

SP - 229

EP - 235

BT - 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th International Conference on Control, Decision and Information Technologies, CoDIT 2024

Y2 - 1 July 2024 through 4 July 2024

ER -

Guner H, Ertugrul S, Tayyar GT. Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation. In 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 229-235. (10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024). doi: 10.1109/CoDIT62066.2024.10708426

Fault Simulation and Identification of an Electrohydraulic System by Using Fault Emulation

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