Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators

Jhonatan Junnior  Anaya Medina; Diego Daniel  Martínez Calderón; José Antonio Taquía Gutiérrez

Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators

Título traducido de la contribución: Aplicación movil para gestionar la información de mantenimiento preventivo en respiradores neonatales

Jhonatan Junnior Anaya Medina
, Diego Daniel Martínez Calderón
, José Antonio Taquía Gutiérrez

Carrera de Ingeniería Industrial

Producción científica: Capítulo del libro/informe/acta de congreso › Articulo (Contribución a conferencia) › revisión exhaustiva

https://www.youtube.com/watch?v=MmyAlQWpa9Q

Resumen

This research study proposes a new alternative for monitoring and managing maintenance work in neonatal respiratory
equipment at the Edgardo Rebagliati Martins General Hospital, a general health facility in Lima, Peru. This proposal
is based on a Mobile Vision Optical Character Recognition (OCR) algorithm, which identifies the numerical code of
each device in the field through an Android mobile application. This information is then processed using a Weibull
model to determine equipment failure probabilities. Based on the mean times between failures collected from history
information, the system calculates the current failure probabilities for each device. These probabilities are recalculated
every time the equipment is scanned. This paper describes the variables used, obtaining an 88% accuracy when using
the OCR system, thus identifying preventive maintenance needs from device information

Título traducido de la contribución	Aplicación movil para gestionar la información de mantenimiento preventivo en respiradores neonatales
Idioma original	Inglés estadounidense
Título de la publicación alojada	Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators
Número de páginas	9
ISBN (versión digital)	978-1-7923-6130-2
Estado	Publicada - 9 feb. 2022
Evento	6th North American IEOM Monterrey Conference, November 3-5, 2021: IEOM North American Conference Proceedings - Monterrey, México Duración: 3 nov. 2021 → 5 nov. 2021 http://www.ieomsociety.org/monterrey2020/proceedings/

Conferencia

Conferencia	6th North American IEOM Monterrey Conference, November 3-5, 2021
País/Territorio	México
Ciudad	Monterrey
Período	3/11/21 → 5/11/21
Dirección de internet	http://www.ieomsociety.org/monterrey2020/proceedings/

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 9: Industria, innovación e infraestructura

Palabras Clave

Optical Character Recognition
Weibull Distribution
Neonatology
Maintenance Information Management

Acceder al documento

http://ieomsociety.org/proceedings/2021monterrey/27.pdfLicencia: CC BY-NC-ND

Otros archivos y enlaces

Diseño e implementación de un sistema de control automático basado en motores y sensores para mantener la posición de una plataforma horizontal
Taquía Gutiérrez, J. A. (Investigador principal) & Quiroz Villalobos, L. P. (Investigador adjunto)
1/04/20 → 31/03/21
Proyecto: Investigación

Citar esto

@inproceedings{9f538edbffc2487b92c5a5cd5050897a,

title = "Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators",

abstract = "This research study proposes a new alternative for monitoring and managing maintenance work in neonatal respiratory equipment at the Edgardo Rebagliati Martins General Hospital, a general health facility in Lima, Peru. This proposal is based on a Mobile Vision Optical Character Recognition (OCR) algorithm, which identifies the numerical code of each device in the field through an Android mobile application. This information is then processed using a Weibull model to determine equipment failure probabilities. Based on the mean times between failures collected from history information, the system calculates the current failure probabilities for each device. These probabilities are recalculated every time the equipment is scanned. This paper describes the variables used, obtaining an 88\% accuracy when using the OCR system, thus identifying preventive maintenance needs from device information",

keywords = "Optical Character Recognition, Weibull Distribution, Neonatology, Maintenance Information Management",

author = "\{Anaya Medina\}, \{Jhonatan Junnior\} and \{Mart{\'i}nez Calder{\'o}n\}, \{Diego Daniel\} and \{Taqu{\'i}a Guti{\'e}rrez\}, \{Jos{\'e} Antonio\}",

year = "2022",

month = feb,

day = "9",

language = "American English",

booktitle = "Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators",

note = "6th North American IEOM Monterrey Conference, November 3-5, 2021 : IEOM North American Conference Proceedings ; Conference date: 03-11-2021 Through 05-11-2021",

url = "http://www.ieomsociety.org/monterrey2020/proceedings/",

}

Anaya Medina, JJ, Martínez Calderón, DD & Taquía Gutiérrez, JA 2022, Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators. En Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators., 27, 6th North American IEOM Monterrey Conference, November 3-5, 2021, Monterrey, México, 3/11/21. <http://ieomsociety.org/proceedings/2021monterrey/27.pdf>

Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators. / Anaya Medina, Jhonatan Junnior; Martínez Calderón, Diego Daniel ; Taquía Gutiérrez, José Antonio.
Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators. 2022. 27.

Producción científica: Capítulo del libro/informe/acta de congreso › Articulo (Contribución a conferencia) › revisión exhaustiva

TY - GEN

T1 - Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators

AU - Anaya Medina, Jhonatan Junnior

AU - Martínez Calderón, Diego Daniel

AU - Taquía Gutiérrez, José Antonio

PY - 2022/2/9

Y1 - 2022/2/9

N2 - This research study proposes a new alternative for monitoring and managing maintenance work in neonatal respiratory equipment at the Edgardo Rebagliati Martins General Hospital, a general health facility in Lima, Peru. This proposal is based on a Mobile Vision Optical Character Recognition (OCR) algorithm, which identifies the numerical code of each device in the field through an Android mobile application. This information is then processed using a Weibull model to determine equipment failure probabilities. Based on the mean times between failures collected from history information, the system calculates the current failure probabilities for each device. These probabilities are recalculated every time the equipment is scanned. This paper describes the variables used, obtaining an 88% accuracy when using the OCR system, thus identifying preventive maintenance needs from device information

AB - This research study proposes a new alternative for monitoring and managing maintenance work in neonatal respiratory equipment at the Edgardo Rebagliati Martins General Hospital, a general health facility in Lima, Peru. This proposal is based on a Mobile Vision Optical Character Recognition (OCR) algorithm, which identifies the numerical code of each device in the field through an Android mobile application. This information is then processed using a Weibull model to determine equipment failure probabilities. Based on the mean times between failures collected from history information, the system calculates the current failure probabilities for each device. These probabilities are recalculated every time the equipment is scanned. This paper describes the variables used, obtaining an 88% accuracy when using the OCR system, thus identifying preventive maintenance needs from device information

KW - Optical Character Recognition

KW - Weibull Distribution

KW - Neonatology

KW - Maintenance Information Management

UR - http://ieomsociety.org/proceedings/2021monterrey/27.pdf

UR - https://www.youtube.com/watch?v=MmyAlQWpa9Q

M3 - Paper (Conference contribution)

BT - Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators

T2 - 6th North American IEOM Monterrey Conference, November 3-5, 2021

Y2 - 3 November 2021 through 5 November 2021

ER -

Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators

Resumen

Conferencia

ODS de las Naciones Unidas

Palabras Clave

Acceder al documento

Otros archivos y enlaces

Proyectos

Diseño e implementación de un sistema de control automático basado en motores y sensores para mantener la posición de una plataforma horizontal

Citar esto