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

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

Industrial Engineering School

Research output: Chapter in Book/Report/Conference proceeding › Paper (Conference contribution) › peer-review

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

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

Translated title of the contribution	Aplicación movil para gestionar la información de mantenimiento preventivo en respiradores neonatales
Original language	American English
Title of host publication	Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators
Number of pages	9
ISBN (Electronic)	978-1-7923-6130-2
State	Published - 9 Feb 2022
Event	6th North American IEOM Monterrey Conference, November 3-5, 2021: IEOM North American Conference Proceedings - Monterrey, Mexico Duration: 3 Nov 2021 → 5 Nov 2021 http://www.ieomsociety.org/monterrey2020/proceedings/

Conference

Conference	6th North American IEOM Monterrey Conference, November 3-5, 2021
Country/Territory	Mexico
City	Monterrey
Period	3/11/21 → 5/11/21
Internet address	http://www.ieomsociety.org/monterrey2020/proceedings/

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Access to Document

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

Cite this

@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. in Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators., 27, 6th North American IEOM Monterrey Conference, November 3-5, 2021, Monterrey, Mexico, 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.

Research output: Chapter in Book/Report/Conference proceeding › Paper (Conference contribution) › peer-review

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

Abstract

Conference

UN SDGs

Access to Document

Other files and links

Design and implementation of an automatic control system based on motors and sensors to maintain the position of a horizontal platform

Cite this

Mobile Application Design for Managing Preventive Maintenance Information for Neonatal Respirators

Abstract

Conference

UN SDGs

Access to Document

Other files and links

Projects

Design and implementation of an automatic control system based on motors and sensors to maintain the position of a horizontal platform

Cite this