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

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

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 contribuciónAplicación movil para gestionar la información de mantenimiento preventivo en respiradores neonatales
Idioma originalInglés estadounidense
Título de la publicación alojadaMobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators
Número de páginas9
ISBN (versión digital) 978-1-7923-6130-2
EstadoPublicada - 9 feb. 2022
Evento6th North American IEOM Monterrey Conference, November 3-5, 2021: IEOM North American Conference Proceedings - Monterrey, México
Duración: 3 nov. 20215 nov. 2021
http://www.ieomsociety.org/monterrey2020/proceedings/

Conferencia

Conferencia6th North American IEOM Monterrey Conference, November 3-5, 2021
País/TerritorioMéxico
CiudadMonterrey
Período3/11/215/11/21
Dirección de internet

Palabras Clave

  • Optical Character Recognition
  • Weibull Distribution
  • Neonatology
  • Maintenance Information Management

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