TY  - CONF
AU  - Perišić, Martina
AU  - Papić, Neda
AU  - Misita, Mirjana
AU  - Spasojević Brkić, Vesna
AU  - Janev, Nemanja
PY  - 2022
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/4118
AB  - Mining is considered one of the most risky industrial operations. Development and application of risk assessment methods has the greatest impact on improvements in terms of safety in mining equipment. Risk is analyzed in many aspects i.e. human factor, environmental impact and operational aspects. Analyzing the mining machinery is a way to determine which ones have the greatest tendency to fail. The aim of this research is to compare data on failures obtained from 348 mining machines. All machines are arranged in 7 groups, namely 50 excavators, 50 bulldozers, 48 drills, 50 dumpers, 50 backhoe loaders, 50 bucket wheel excavators and 50 loaders. In order to compare the data, it is necessary to first determine the distribution under which the data belong. That is achieved by using Kolmogorov-Smirnov test. After that the Kruskal-Wallis test was used to determine whether there is a relationship between the machines, viewed from the aspects of failure duration and failure frequency.
PB  - Technical Faculty “Mihajlo Pupin”, Zrenjanin, University of Novi Sad
C3  - XII International Conference Industrial Engineering and Environmental Protection 2022 (IIZS 2022) October 06-07, 2022, Zrenjanin, Serbia
T1  - Comparison of failure duration and faailure frequency of mining machines using the Kruskal-Wallis H test (one-way ANOVA on ranks) - preliminary research
UR  - https://hdl.handle.net/21.15107/rcub_machinery_4118
ER  - 

@conference{
author = "Perišić, Martina and Papić, Neda and Misita, Mirjana and Spasojević Brkić, Vesna and Janev, Nemanja",
year = "2022",
abstract = "Mining is considered one of the most risky industrial operations. Development and application of risk assessment methods has the greatest impact on improvements in terms of safety in mining equipment. Risk is analyzed in many aspects i.e. human factor, environmental impact and operational aspects. Analyzing the mining machinery is a way to determine which ones have the greatest tendency to fail. The aim of this research is to compare data on failures obtained from 348 mining machines. All machines are arranged in 7 groups, namely 50 excavators, 50 bulldozers, 48 drills, 50 dumpers, 50 backhoe loaders, 50 bucket wheel excavators and 50 loaders. In order to compare the data, it is necessary to first determine the distribution under which the data belong. That is achieved by using Kolmogorov-Smirnov test. After that the Kruskal-Wallis test was used to determine whether there is a relationship between the machines, viewed from the aspects of failure duration and failure frequency.",
publisher = "Technical Faculty “Mihajlo Pupin”, Zrenjanin, University of Novi Sad",
journal = "XII International Conference Industrial Engineering and Environmental Protection 2022 (IIZS 2022) October 06-07, 2022, Zrenjanin, Serbia",
title = "Comparison of failure duration and faailure frequency of mining machines using the Kruskal-Wallis H test (one-way ANOVA on ranks) - preliminary research",
url = "https://hdl.handle.net/21.15107/rcub_machinery_4118"
}

Perišić, M., Papić, N., Misita, M., Spasojević Brkić, V.,& Janev, N.. (2022). Comparison of failure duration and faailure frequency of mining machines using the Kruskal-Wallis H test (one-way ANOVA on ranks) - preliminary research. in XII International Conference Industrial Engineering and Environmental Protection 2022 (IIZS 2022) October 06-07, 2022, Zrenjanin, Serbia
Technical Faculty “Mihajlo Pupin”, Zrenjanin, University of Novi Sad..
https://hdl.handle.net/21.15107/rcub_machinery_4118

Perišić M, Papić N, Misita M, Spasojević Brkić V, Janev N. Comparison of failure duration and faailure frequency of mining machines using the Kruskal-Wallis H test (one-way ANOVA on ranks) - preliminary research. in XII International Conference Industrial Engineering and Environmental Protection 2022 (IIZS 2022) October 06-07, 2022, Zrenjanin, Serbia. 2022;.
https://hdl.handle.net/21.15107/rcub_machinery_4118 .

Perišić, Martina, Papić, Neda, Misita, Mirjana, Spasojević Brkić, Vesna, Janev, Nemanja, "Comparison of failure duration and faailure frequency of mining machines using the Kruskal-Wallis H test (one-way ANOVA on ranks) - preliminary research" in XII International Conference Industrial Engineering and Environmental Protection 2022 (IIZS 2022) October 06-07, 2022, Zrenjanin, Serbia (2022),
https://hdl.handle.net/21.15107/rcub_machinery_4118 .