Statistical Study on Domestic Gas Boiler Failures Using Various Software Platforms ; Estudio estadístico de fallos en calderas de gas domésticas utilizando diversas plataformas de software
Uloženo v:
| Název: | Statistical Study on Domestic Gas Boiler Failures Using Various Software Platforms ; Estudio estadístico de fallos en calderas de gas domésticas utilizando diversas plataformas de software |
|---|---|
| Autoři: | Shcherban, Pavel, Abu-Khamdi, Reda |
| Zdroj: | Ingeniería e Investigación; Vol. 44 No. 3 (2024); e112017 ; Ingeniería e Investigación; Vol. 44 Núm. 3 (2024); e112017 ; 2248-8723 ; 0120-5609 |
| Informace o vydavateli: | Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ingeniería |
| Rok vydání: | 2024 |
| Sbírka: | Universidad Nacional de Colombia: Portal de Revistas UN |
| Témata: | gas equipment failures, quality management, equipment reliability, cluster analysis, statistical data processing software, fallos en equipos de gas, gestión de calidad, fiabilidad de equipos, análisis de conglomerados, software de procesamiento de datos estadísticos |
| Popis: | Modern public utilities require a high level of reliability, especially with regard to systems used for heating and hot water supply, such as gas boilers. This paper collected and studied statistical information on the failures of gas boilers of four brands. The data were provided by three service companies that repair gas equipment in Kaliningrad, in the Russian Federation. The specifics of these failures were studied, determining their possible causes, and they were stratified by severity. Service companies typically have to use existing platforms (supplementing them with add-ons) or develop their own software to analyze failure statistics. In this regard, they are interested in the emergence of simple and effective tools for monitoring the quality of gas boiler maintenance and repair work. In this study, we used both the publicly available Scikit-learn library of the Jupyter Notebook environment and a custom program to perform data clustering. The main goal was to conduct a comparative assessment of the reliability of gas boilers of various brands based on the analysis of their failure statistics, as well as to develop a software product that enables such an assessment. ; Las empresas de servicios públicos modernas requieren un alto nivel de fiabilidad, especialmente en lo que respecta a los sistemas utilizados para calefacción y suministro de agua caliente, como las calderas de gas. Este artículo recopiló y estudió información estadística sobre las fallas de calderas de gas de cuatro marcas. Los datos fueron proporcionados por tres empresas de servicio que reparan equipos de gas en Kaliningrado, en la Federación de Rusia. Se analizaron las características específicas de estas fallas, determinando sus posibles causas, y se clasificaron según su gravedad. Las empresas de servicio generalmente deben utilizar plataformas existentes (complementándolas con extensiones) o desarrollar su propio software para analizar estadísticas de fallos. En este sentido, están interesadas en el desarrollo de herramientas simples ... |
| Druh dokumentu: | article in journal/newspaper |
| Popis souboru: | application/pdf |
| Jazyk: | English |
| Relation: | https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017/94031; https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017 |
| Dostupnost: | https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017 |
| Rights: | Derechos de autor 2024 Pavel Shcherban, Reda Abu-Khamdi ; https://creativecommons.org/licenses/by/4.0 |
| Přístupové číslo: | edsbas.C4DC33A8 |
| Databáze: | BASE |
Nájsť tento článok vo Web of Science | FullText | Text: Availability: 0 CustomLinks: – Url: https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017# Name: EDS - BASE (s4221598) Category: fullText Text: View record from BASE – Url: https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=EBSCO&SrcAuth=EBSCO&DestApp=WOS&ServiceName=TransferToWoS&DestLinkType=GeneralSearchSummary&Func=Links&author=Shcherban%20P Name: ISI Category: fullText Text: Nájsť tento článok vo Web of Science Icon: https://imagesrvr.epnet.com/ls/20docs.gif MouseOverText: Nájsť tento článok vo Web of Science |
|---|---|
| Header | DbId: edsbas DbLabel: BASE An: edsbas.C4DC33A8 RelevancyScore: 962 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 962.306396484375 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Statistical Study on Domestic Gas Boiler Failures Using Various Software Platforms ; Estudio estadístico de fallos en calderas de gas domésticas utilizando diversas plataformas de software – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Shcherban%2C+Pavel%22">Shcherban, Pavel</searchLink><br /><searchLink fieldCode="AR" term="%22Abu-Khamdi%2C+Reda%22">Abu-Khamdi, Reda</searchLink> – Name: TitleSource Label: Source Group: Src Data: Ingeniería e Investigación; Vol. 44 No. 3 (2024); e112017 ; Ingeniería e Investigación; Vol. 44 Núm. 3 (2024); e112017 ; 2248-8723 ; 0120-5609 – Name: Publisher Label: Publisher Information Group: PubInfo Data: Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ingeniería – Name: DatePubCY Label: Publication Year Group: Date Data: 2024 – Name: Subset Label: Collection Group: HoldingsInfo Data: Universidad Nacional de Colombia: Portal de Revistas UN – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22gas+equipment+failures%22">gas equipment failures</searchLink><br /><searchLink fieldCode="DE" term="%22quality+management%22">quality management</searchLink><br /><searchLink fieldCode="DE" term="%22equipment+reliability%22">equipment reliability</searchLink><br /><searchLink fieldCode="DE" term="%22cluster+analysis%22">cluster analysis</searchLink><br /><searchLink fieldCode="DE" term="%22statistical+data+processing+software%22">statistical data processing software</searchLink><br /><searchLink fieldCode="DE" term="%22fallos+en+equipos+de+gas%22">fallos en equipos de gas</searchLink><br /><searchLink fieldCode="DE" term="%22gestión+de+calidad%22">gestión de calidad</searchLink><br /><searchLink fieldCode="DE" term="%22fiabilidad+de+equipos%22">fiabilidad de equipos</searchLink><br /><searchLink fieldCode="DE" term="%22análisis+de+conglomerados%22">análisis de conglomerados</searchLink><br /><searchLink fieldCode="DE" term="%22software+de+procesamiento+de+datos+estadísticos%22">software de procesamiento de datos estadísticos</searchLink> – Name: Abstract Label: Description Group: Ab Data: Modern public utilities require a high level of reliability, especially with regard to systems used for heating and hot water supply, such as gas boilers. This paper collected and studied statistical information on the failures of gas boilers of four brands. The data were provided by three service companies that repair gas equipment in Kaliningrad, in the Russian Federation. The specifics of these failures were studied, determining their possible causes, and they were stratified by severity. Service companies typically have to use existing platforms (supplementing them with add-ons) or develop their own software to analyze failure statistics. In this regard, they are interested in the emergence of simple and effective tools for monitoring the quality of gas boiler maintenance and repair work. In this study, we used both the publicly available Scikit-learn library of the Jupyter Notebook environment and a custom program to perform data clustering. The main goal was to conduct a comparative assessment of the reliability of gas boilers of various brands based on the analysis of their failure statistics, as well as to develop a software product that enables such an assessment. ; Las empresas de servicios públicos modernas requieren un alto nivel de fiabilidad, especialmente en lo que respecta a los sistemas utilizados para calefacción y suministro de agua caliente, como las calderas de gas. Este artículo recopiló y estudió información estadística sobre las fallas de calderas de gas de cuatro marcas. Los datos fueron proporcionados por tres empresas de servicio que reparan equipos de gas en Kaliningrado, en la Federación de Rusia. Se analizaron las características específicas de estas fallas, determinando sus posibles causas, y se clasificaron según su gravedad. Las empresas de servicio generalmente deben utilizar plataformas existentes (complementándolas con extensiones) o desarrollar su propio software para analizar estadísticas de fallos. En este sentido, están interesadas en el desarrollo de herramientas simples ... – Name: TypeDocument Label: Document Type Group: TypDoc Data: article in journal/newspaper – Name: Format Label: File Description Group: SrcInfo Data: application/pdf – Name: Language Label: Language Group: Lang Data: English – Name: NoteTitleSource Label: Relation Group: SrcInfo Data: https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017/94031; https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017 – Name: URL Label: Availability Group: URL Data: https://revistas.unal.edu.co/index.php/ingeinv/article/view/112017 – Name: Copyright Label: Rights Group: Cpyrght Data: Derechos de autor 2024 Pavel Shcherban, Reda Abu-Khamdi ; https://creativecommons.org/licenses/by/4.0 – Name: AN Label: Accession Number Group: ID Data: edsbas.C4DC33A8 |
| PLink | https://erproxy.cvtisr.sk/sfx/access?url=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.C4DC33A8 |
| RecordInfo | BibRecord: BibEntity: Languages: – Text: English Subjects: – SubjectFull: gas equipment failures Type: general – SubjectFull: quality management Type: general – SubjectFull: equipment reliability Type: general – SubjectFull: cluster analysis Type: general – SubjectFull: statistical data processing software Type: general – SubjectFull: fallos en equipos de gas Type: general – SubjectFull: gestión de calidad Type: general – SubjectFull: fiabilidad de equipos Type: general – SubjectFull: análisis de conglomerados Type: general – SubjectFull: software de procesamiento de datos estadísticos Type: general Titles: – TitleFull: Statistical Study on Domestic Gas Boiler Failures Using Various Software Platforms ; Estudio estadístico de fallos en calderas de gas domésticas utilizando diversas plataformas de software Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Shcherban, Pavel – PersonEntity: Name: NameFull: Abu-Khamdi, Reda IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2024 Identifiers: – Type: issn-locals Value: edsbas – Type: issn-locals Value: edsbas.oa Titles: – TitleFull: Ingeniería e Investigación; Vol. 44 No. 3 (2024); e112017 ; Ingeniería e Investigación; Vol. 44 Núm. 3 (2024); e112017 Type: main |
| ResultId | 1 |