Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator
The article deals with the survival analysis of a.c. machines operating under the conditions of the underground mine “Mir” (Yakutia). The estimation of their survival is carried out using the Kaplan-Meier estimator. The main advantage of this method is in the opportunity to process censored (incompl...
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2017
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ftdoajarticles:oai:doaj.org/article:f686381203254ac8977dbeb646ecc719 2023-05-15T18:44:57+02:00 Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator Shevchuk Vladislav A. Muravlev Oleg P. Stolyarova Olga O. 2017-01-01T00:00:00Z https://doi.org/10.1051/matecconf/201714101033 https://doaj.org/article/f686381203254ac8977dbeb646ecc719 EN FR eng fre EDP Sciences https://doi.org/10.1051/matecconf/201714101033 https://doaj.org/toc/2261-236X 2261-236X doi:10.1051/matecconf/201714101033 https://doaj.org/article/f686381203254ac8977dbeb646ecc719 MATEC Web of Conferences, Vol 141, p 01033 (2017) Engineering (General). Civil engineering (General) TA1-2040 article 2017 ftdoajarticles https://doi.org/10.1051/matecconf/201714101033 2022-12-31T10:23:38Z The article deals with the survival analysis of a.c. machines operating under the conditions of the underground mine “Mir” (Yakutia). The estimation of their survival is carried out using the Kaplan-Meier estimator. The main advantage of this method is in the opportunity to process censored (incomplete) data, which in turn leads to the accuracy of results. The statistical data used in this article were obtained from maintenance books and reports made by a repair team working in the considered mine. This analysis allows not only identifying faulty electric machines and their fault-free operation but also the faulty components of a certain electric motor. Article in Journal/Newspaper Yakutia Directory of Open Access Journals: DOAJ Articles Meier ENVELOPE(-45.900,-45.900,-60.633,-60.633) MATEC Web of Conferences 141 01033 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English French |
topic |
Engineering (General). Civil engineering (General) TA1-2040 |
spellingShingle |
Engineering (General). Civil engineering (General) TA1-2040 Shevchuk Vladislav A. Muravlev Oleg P. Stolyarova Olga O. Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator |
topic_facet |
Engineering (General). Civil engineering (General) TA1-2040 |
description |
The article deals with the survival analysis of a.c. machines operating under the conditions of the underground mine “Mir” (Yakutia). The estimation of their survival is carried out using the Kaplan-Meier estimator. The main advantage of this method is in the opportunity to process censored (incomplete) data, which in turn leads to the accuracy of results. The statistical data used in this article were obtained from maintenance books and reports made by a repair team working in the considered mine. This analysis allows not only identifying faulty electric machines and their fault-free operation but also the faulty components of a certain electric motor. |
format |
Article in Journal/Newspaper |
author |
Shevchuk Vladislav A. Muravlev Oleg P. Stolyarova Olga O. |
author_facet |
Shevchuk Vladislav A. Muravlev Oleg P. Stolyarova Olga O. |
author_sort |
Shevchuk Vladislav A. |
title |
Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator |
title_short |
Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator |
title_full |
Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator |
title_fullStr |
Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator |
title_full_unstemmed |
Survival analysis of A.C. machines in the diamond industry using the Kaplan-Meier estimator |
title_sort |
survival analysis of a.c. machines in the diamond industry using the kaplan-meier estimator |
publisher |
EDP Sciences |
publishDate |
2017 |
url |
https://doi.org/10.1051/matecconf/201714101033 https://doaj.org/article/f686381203254ac8977dbeb646ecc719 |
long_lat |
ENVELOPE(-45.900,-45.900,-60.633,-60.633) |
geographic |
Meier |
geographic_facet |
Meier |
genre |
Yakutia |
genre_facet |
Yakutia |
op_source |
MATEC Web of Conferences, Vol 141, p 01033 (2017) |
op_relation |
https://doi.org/10.1051/matecconf/201714101033 https://doaj.org/toc/2261-236X 2261-236X doi:10.1051/matecconf/201714101033 https://doaj.org/article/f686381203254ac8977dbeb646ecc719 |
op_doi |
https://doi.org/10.1051/matecconf/201714101033 |
container_title |
MATEC Web of Conferences |
container_volume |
141 |
container_start_page |
01033 |
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1766235842741796864 |