Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka

Sara  Havrlišan; Katica Šimunović; Tomislav Šarić; Goran Šimunović; Roberto Lujić; Ilija Svalina; Dražen Turinski; Štefanija Klarić

Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka

Translated title of the contribution: Regression modelling of volume loss at prolonged wear of gas-sprayed coatings

Sara Havrlišan, Katica Šimunović, Tomislav Šarić, Goran Šimunović, Roberto Lujić, Ilija Svalina, Dražen Turinski, Štefanija Klarić

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

Abstract

Cilj ovog rada je statističkom analizom eksperimentalnih podataka dobiti regresijski model kojim će se uspešno predvideti ovisnost gubitka volumena usled abrazijskog trošenja o vrsti prevlake i udaljenosti plamenika i to pri duljem trošenju (2000 okretaja kotača, test "suhi pesak/gumeni kotač"). U radu je također provedena provera adekvatnosti dobivenog modela, analizom studentiziranih ostataka. Na osnovi statističke analize podataka te provere adekvatnosti modela, dobiven je adekvatan regresijski model s visokim koeficijentom determinacije R2. [The aim of this paper is to obtain a regression model by statistical analysis of experimental data which will successfully predict the dependence of volume loss due to abrasion wear on the type of coating and burner distances for longer wear (2000 rpm, "dry sand / rubber wheel" test). The paper also checked the adequacy of the obtained model by analyzing the student residues. Based on statistical analysis of the data and verification of the adequacy of the model, an adequate regression was obtained model with high coefficient of determination R2]

Translated title of the contribution	Regression modelling of volume loss at prolonged wear of gas-sprayed coatings
Original language	Undefined
Title of host publication	Proceedings of The International Scientific Conference ETIKUM 2021
Place of Publication	Novi Sad
Publisher	University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering
Pages	61-64
Number of pages	4
Edition	1
ISBN (Electronic)	978-86-6022-387-8
Publication status	Published - Dec 2021
Event	Scientific Conference for Metrology and Quality in Production Engineering and Environmental Protection – ETIKUM 2021 - Novi Sad, Serbia Duration: 2 Dec 2021 → 4 Dec 2021 http://www.dpm.ftn.uns.ac.rs/sr/o-departmanu/konferencije/etikum

Conference

Conference	Scientific Conference for Metrology and Quality in Production Engineering and Environmental Protection – ETIKUM 2021
Abbreviated title	ETIKUM 2021
Country/Territory	Serbia
City	Novi Sad
Period	2/12/21 → 4/12/21
Internet address	http://www.dpm.ftn.uns.ac.rs/sr/o-departmanu/konferencije/etikum

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Havrlišan, S., Šimunović, K., Šarić, T., Šimunović, G., Lujić, R., Svalina, I., Turinski, D., & Klarić, Š. (2021). Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka. In Proceedings of The International Scientific Conference ETIKUM 2021 (1 ed., pp. 61-64). University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering. http://www.dpm.ftn.uns.ac.rs/images/Etikum/ZBORNIK-ETIKUM-2021---online.pdf

@inproceedings{5a04685a645a49f7a71287f29b7908f7,

title = "Regresijsko modeliranje gubitka volumena pri duljem tro{\v s}enju plinski na{\v s}trcanih prevlaka",

abstract = "Cilj ovog rada je statisti{\v c}kom analizom eksperimentalnih podataka dobiti regresijski model kojim {\'c}e se uspe{\v s}no predvideti ovisnost gubitka volumena usled abrazijskog tro{\v s}enja o vrsti prevlake i udaljenosti plamenika i to pri duljem tro{\v s}enju (2000 okretaja kota{\v c}a, test {"}suhi pesak/gumeni kota{\v c}{"}). U radu je tako{\d}er provedena provera adekvatnosti dobivenog modela, analizom studentiziranih ostataka. Na osnovi statisti{\v c}ke analize podataka te provere adekvatnosti modela, dobiven je adekvatan regresijski model s visokim koeficijentom determinacije R2. [The aim of this paper is to obtain a regression model by statistical analysis of experimental data which will successfully predict the dependence of volume loss due to abrasion wear on the type of coating and burner distances for longer wear (2000 rpm, {"}dry sand / rubber wheel{"} test). The paper also checked the adequacy of the obtained model by analyzing the student residues. Based on statistical analysis of the data and verification of the adequacy of the model, an adequate regression was obtained model with high coefficient of determination R2]",

keywords = "abrasion wear, analysis of variance, regression models, statistical analysis",

author = "Sara Havrli{\v s}an and Katica {\v S}imunovi{\'c} and Tomislav {\v S}ari{\'c} and Goran {\v S}imunovi{\'c} and Roberto Luji{\'c} and Ilija Svalina and Dra{\v z}en Turinski and {\v S}tefanija Klari{\'c}",

year = "2021",

month = dec,

language = "Undefined",

pages = "61--64",

booktitle = "Proceedings of The International Scientific Conference ETIKUM 2021",

publisher = "University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering",

edition = "1",

note = "Scientific Conference for Metrology and Quality in Production Engineering and Environmental Protection – ETIKUM 2021 ; Conference date: 02-12-2021 Through 04-12-2021",

url = "http://www.dpm.ftn.uns.ac.rs/sr/o-departmanu/konferencije/etikum",

}

Havrlišan, S, Šimunović, K, Šarić, T, Šimunović, G, Lujić, R, Svalina, I, Turinski, D & Klarić, Š 2021, Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka. in Proceedings of The International Scientific Conference ETIKUM 2021. 1 edn, University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering, Novi Sad, pp. 61-64, Scientific Conference for Metrology and Quality in Production Engineering and Environmental Protection – ETIKUM 2021, Novi Sad, Serbia, 2/12/21. <http://www.dpm.ftn.uns.ac.rs/images/Etikum/ZBORNIK-ETIKUM-2021---online.pdf>

Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka. / Havrlišan, Sara ; Šimunović, Katica; Šarić, Tomislav et al.
Proceedings of The International Scientific Conference ETIKUM 2021. 1. ed. Novi Sad: University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering, 2021. p. 61-64.

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

TY - GEN

T1 - Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka

AU - Havrlišan, Sara

AU - Šimunović, Katica

AU - Šarić, Tomislav

AU - Šimunović, Goran

AU - Lujić, Roberto

AU - Svalina, Ilija

AU - Turinski, Dražen

AU - Klarić, Štefanija

PY - 2021/12

Y1 - 2021/12

N2 - Cilj ovog rada je statističkom analizom eksperimentalnih podataka dobiti regresijski model kojim će se uspešno predvideti ovisnost gubitka volumena usled abrazijskog trošenja o vrsti prevlake i udaljenosti plamenika i to pri duljem trošenju (2000 okretaja kotača, test "suhi pesak/gumeni kotač"). U radu je također provedena provera adekvatnosti dobivenog modela, analizom studentiziranih ostataka. Na osnovi statističke analize podataka te provere adekvatnosti modela, dobiven je adekvatan regresijski model s visokim koeficijentom determinacije R2. [The aim of this paper is to obtain a regression model by statistical analysis of experimental data which will successfully predict the dependence of volume loss due to abrasion wear on the type of coating and burner distances for longer wear (2000 rpm, "dry sand / rubber wheel" test). The paper also checked the adequacy of the obtained model by analyzing the student residues. Based on statistical analysis of the data and verification of the adequacy of the model, an adequate regression was obtained model with high coefficient of determination R2]

AB - Cilj ovog rada je statističkom analizom eksperimentalnih podataka dobiti regresijski model kojim će se uspešno predvideti ovisnost gubitka volumena usled abrazijskog trošenja o vrsti prevlake i udaljenosti plamenika i to pri duljem trošenju (2000 okretaja kotača, test "suhi pesak/gumeni kotač"). U radu je također provedena provera adekvatnosti dobivenog modela, analizom studentiziranih ostataka. Na osnovi statističke analize podataka te provere adekvatnosti modela, dobiven je adekvatan regresijski model s visokim koeficijentom determinacije R2. [The aim of this paper is to obtain a regression model by statistical analysis of experimental data which will successfully predict the dependence of volume loss due to abrasion wear on the type of coating and burner distances for longer wear (2000 rpm, "dry sand / rubber wheel" test). The paper also checked the adequacy of the obtained model by analyzing the student residues. Based on statistical analysis of the data and verification of the adequacy of the model, an adequate regression was obtained model with high coefficient of determination R2]

KW - abrasion wear

KW - analysis of variance

KW - regression models

KW - statistical analysis

M3 - Conference Paper published in Proceedings

SP - 61

EP - 64

BT - Proceedings of The International Scientific Conference ETIKUM 2021

PB - University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering

CY - Novi Sad

T2 - Scientific Conference for Metrology and Quality in Production Engineering and Environmental Protection – ETIKUM 2021

Y2 - 2 December 2021 through 4 December 2021

ER -

Regresijsko modeliranje gubitka volumena pri duljem trošenju plinski naštrcanih prevlaka

Abstract

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