Discarding lifetime investigation of a rotation resistant rope subjected to bending over sheave fatigue

Yusuf Aytaç Onur; Cevat Erdem İmrak; Tuğba Özge Onur

doi:10.1016/j.measurement.2019.04.078

Discarding lifetime investigation of a rotation resistant rope subjected to bending over sheave fatigue

Yusuf Aytaç Onur^*
, Cevat Erdem İmrak
, Tuğba Özge Onur

^*Bu çalışma için yazışmadan sorumlu yazar

Makina Mühendisliği Bölümü

Zonguldak Bülent Ecevit University

Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

19 Atıf (Scopus)

Özet

In this paper, theoretical and experimental studies are conducted to exhibit the discarding fatigue lifetime of a rotation resistant rope exposed to alternate bending over sheave (BoS) fatigue. Experimental studies are fulfilled to determine discarding lifetimes of a rotation resistant rope exposed to BoS fatigue. Multiple linear regression analysis is performed and novel theoretical discarding lifetime prediction formula is determined by using the least square method. Furthermore, discarding lifetimes of rotation resistant ropes exposed to BoS fatigue is predicted by using artificial neural network (ANN). There is a vigorous correlation among the results acquired by regression model, ANN and experimental data.

Orijinal dil	İngilizce
Sayfa (başlangıç-bitiş)	163-169
Sayfa sayısı	7
Dergi	Measurement: Journal of the International Measurement Confederation
Hacim	142
DOI'lar	https://doi.org/10.1016/j.measurement.2019.04.078
Yayın durumu	Yayınlandı - Ağu 2019

Bibliyografik not

Publisher Copyright:
© 2019 Elsevier Ltd

Finansman

The authors acknowledge for permission performing our experiments in rope technology laboratory of University of Stuttgart This study was financially supported by Istanbul Technical University Scientific Research Fund (Project No. 33137). The authors acknowledge for permission performing our experiments in rope technology laboratory of University of Stuttgart This study was financially supported by Istanbul Technical University Scientific Research Fund (Project No. 33137 ).

Finansörler	Finansör numarası
Istanbul Technical University Scientific Research Fund	33137
Istanbul Teknik Üniversitesi
Universität Stuttgart

Belgeye Erişim

10.1016/j.measurement.2019.04.078

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@article{407ce62cb08e45cd84b4859487276376,

title = "Discarding lifetime investigation of a rotation resistant rope subjected to bending over sheave fatigue",

abstract = "In this paper, theoretical and experimental studies are conducted to exhibit the discarding fatigue lifetime of a rotation resistant rope exposed to alternate bending over sheave (BoS) fatigue. Experimental studies are fulfilled to determine discarding lifetimes of a rotation resistant rope exposed to BoS fatigue. Multiple linear regression analysis is performed and novel theoretical discarding lifetime prediction formula is determined by using the least square method. Furthermore, discarding lifetimes of rotation resistant ropes exposed to BoS fatigue is predicted by using artificial neural network (ANN). There is a vigorous correlation among the results acquired by regression model, ANN and experimental data.",

keywords = "Artificial neural networks, Discarding lifetime, Regression analysis, Rotation resistant rope",

author = "Onur, \{Yusuf Ayta{\c c}\} and İmrak, \{Cevat Erdem\} and Onur, \{Tuğba {\"O}zge\}",

note = "Publisher Copyright: {\textcopyright} 2019 Elsevier Ltd",

year = "2019",

month = aug,

doi = "10.1016/j.measurement.2019.04.078",

language = "English",

volume = "142",

pages = "163--169",

journal = "Measurement: Journal of the International Measurement Confederation",

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AU - Onur, Yusuf Aytaç

AU - İmrak, Cevat Erdem

AU - Onur, Tuğba Özge

PY - 2019/8

Y1 - 2019/8

N2 - In this paper, theoretical and experimental studies are conducted to exhibit the discarding fatigue lifetime of a rotation resistant rope exposed to alternate bending over sheave (BoS) fatigue. Experimental studies are fulfilled to determine discarding lifetimes of a rotation resistant rope exposed to BoS fatigue. Multiple linear regression analysis is performed and novel theoretical discarding lifetime prediction formula is determined by using the least square method. Furthermore, discarding lifetimes of rotation resistant ropes exposed to BoS fatigue is predicted by using artificial neural network (ANN). There is a vigorous correlation among the results acquired by regression model, ANN and experimental data.

AB - In this paper, theoretical and experimental studies are conducted to exhibit the discarding fatigue lifetime of a rotation resistant rope exposed to alternate bending over sheave (BoS) fatigue. Experimental studies are fulfilled to determine discarding lifetimes of a rotation resistant rope exposed to BoS fatigue. Multiple linear regression analysis is performed and novel theoretical discarding lifetime prediction formula is determined by using the least square method. Furthermore, discarding lifetimes of rotation resistant ropes exposed to BoS fatigue is predicted by using artificial neural network (ANN). There is a vigorous correlation among the results acquired by regression model, ANN and experimental data.

KW - Artificial neural networks

KW - Discarding lifetime

KW - Regression analysis

KW - Rotation resistant rope

UR - https://www.scopus.com/pages/publications/85065405178

U2 - 10.1016/j.measurement.2019.04.078

DO - 10.1016/j.measurement.2019.04.078

M3 - Article

AN - SCOPUS:85065405178

SN - 0263-2241

VL - 142

SP - 163

EP - 169

JO - Measurement: Journal of the International Measurement Confederation

JF - Measurement: Journal of the International Measurement Confederation

ER -

Discarding lifetime investigation of a rotation resistant rope subjected to bending over sheave fatigue

Özet

Bibliyografik not

Finansman

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap