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 censor...
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fttomskpuniv:oai:earchive.tpu.ru:11683/46020 2023-05-15T18:44:59+02:00 Survival analysis of A. C. machines in the diamond industry using the Kaplan-Meier estimator Shevchuk, Vladislav Muravlev, Oleg Pavlovich Stolyarova, Olga Olegovna 2017 http://earchive.tpu.ru/handle/11683/46020 en eng EDP Sciences MATEC Web of Conferences. Vol. 141 : Smart Grids 2017. — Les Ulis, 2017. info:eu-repo/semantics/openAccess алмазная промышленность электрические машины безотказная работа электродвигатели обслуживание ремонтные работы Conference Paper info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferencePaper 2017 fttomskpuniv 2019-10-05T20:02:43Z 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. Conference Object Yakutia Tomsk Polytechnic University (TPU): Electronic Archive Meier ENVELOPE(-45.900,-45.900,-60.633,-60.633) |
institution |
Open Polar |
collection |
Tomsk Polytechnic University (TPU): Electronic Archive |
op_collection_id |
fttomskpuniv |
language |
English |
topic |
алмазная промышленность электрические машины безотказная работа электродвигатели обслуживание ремонтные работы |
spellingShingle |
алмазная промышленность электрические машины безотказная работа электродвигатели обслуживание ремонтные работы Shevchuk, Vladislav Muravlev, Oleg Pavlovich Stolyarova, Olga Olegovna Survival analysis of A. C. machines in the diamond industry using the Kaplan-Meier estimator |
topic_facet |
алмазная промышленность электрические машины безотказная работа электродвигатели обслуживание ремонтные работы |
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 |
Conference Object |
author |
Shevchuk, Vladislav Muravlev, Oleg Pavlovich Stolyarova, Olga Olegovna |
author_facet |
Shevchuk, Vladislav Muravlev, Oleg Pavlovich Stolyarova, Olga Olegovna |
author_sort |
Shevchuk, Vladislav |
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 |
http://earchive.tpu.ru/handle/11683/46020 |
long_lat |
ENVELOPE(-45.900,-45.900,-60.633,-60.633) |
geographic |
Meier |
geographic_facet |
Meier |
genre |
Yakutia |
genre_facet |
Yakutia |
op_relation |
MATEC Web of Conferences. Vol. 141 : Smart Grids 2017. — Les Ulis, 2017. |
op_rights |
info:eu-repo/semantics/openAccess |
_version_ |
1766235870511235072 |