NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools

Quality 4.0, the correspondent quality practice fit to address the Industry 4.0 mindset, is expected to provide models and processes endorsed by continuous improvement and data-driven proofs, especially given the exponential growth in available data. The research consolidates the reality of big data...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Dvir Ravoy, Yisrael Parmet
Formato:	article
Lenguaje:	EN
Publicado:	Frontiers Media S.A. 2021
Materias:	nonconformities risk management Quality 4.0 events prioritizing severity levels Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/040f3a4eb6244eb29b8c3ae8fe369bc2
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:040f3a4eb6244eb29b8c3ae8fe369bc2
record_format	dspace
spelling	oai:doaj.org-article:040f3a4eb6244eb29b8c3ae8fe369bc22021-11-16T07:46:14ZNC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools2624-821210.3389/frai.2021.752520https://doaj.org/article/040f3a4eb6244eb29b8c3ae8fe369bc22021-11-01T00:00:00Zhttps://www.frontiersin.org/articles/10.3389/frai.2021.752520/fullhttps://doaj.org/toc/2624-8212Quality 4.0, the correspondent quality practice fit to address the Industry 4.0 mindset, is expected to provide models and processes endorsed by continuous improvement and data-driven proofs, especially given the exponential growth in available data. The research consolidates the reality of big data availability (part of Quality 4.0) with a generic aspect of quality—managing nonconformities. Its purpose is to suggest a model to improve the initiation step for dealing with nonconformity by prioritizing these events. The new concept in the model suggested is incorporating the risk management method of prioritizing into the nonconformity’s management. These tools are designed to transform qualitative data into quantitative ones and enable easier decision-making, in this case, choosing which issue to deal with first. The research approach is developing and testing the suggested model as a pilot in a real production environment to establish its impact and define key guidelines for utilizing it in various processes and, in addition, to conduct a survey among quality experts from different organizations for reference. Two main outcomes were achieved during the research: The quality experts’ survey welcomed the model concept as a structured tool based on the solid risk management methodology. Implementing the model on actual production lines resulted in a significant reduction of NC financial impact as the events were solved as per their impact.Dvir RavoyYisrael ParmetFrontiers Media S.A.articlenonconformitiesrisk managementQuality 4.0events prioritizingseverity levelsElectronic computers. Computer scienceQA75.5-76.95ENFrontiers in Artificial Intelligence, Vol 4 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	nonconformities risk management Quality 4.0 events prioritizing severity levels Electronic computers. Computer science QA75.5-76.95
spellingShingle	nonconformities risk management Quality 4.0 events prioritizing severity levels Electronic computers. Computer science QA75.5-76.95 Dvir Ravoy Yisrael Parmet NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools
description	Quality 4.0, the correspondent quality practice fit to address the Industry 4.0 mindset, is expected to provide models and processes endorsed by continuous improvement and data-driven proofs, especially given the exponential growth in available data. The research consolidates the reality of big data availability (part of Quality 4.0) with a generic aspect of quality—managing nonconformities. Its purpose is to suggest a model to improve the initiation step for dealing with nonconformity by prioritizing these events. The new concept in the model suggested is incorporating the risk management method of prioritizing into the nonconformity’s management. These tools are designed to transform qualitative data into quantitative ones and enable easier decision-making, in this case, choosing which issue to deal with first. The research approach is developing and testing the suggested model as a pilot in a real production environment to establish its impact and define key guidelines for utilizing it in various processes and, in addition, to conduct a survey among quality experts from different organizations for reference. Two main outcomes were achieved during the research: The quality experts’ survey welcomed the model concept as a structured tool based on the solid risk management methodology. Implementing the model on actual production lines resulted in a significant reduction of NC financial impact as the events were solved as per their impact.
format	article
author	Dvir Ravoy Yisrael Parmet
author_facet	Dvir Ravoy Yisrael Parmet
author_sort	Dvir Ravoy
title	NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools
title_short	NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools
title_full	NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools
title_fullStr	NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools
title_full_unstemmed	NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools
title_sort	nc 4.0, a novel approach to nonconformities management: prioritizing events with risk management tools
publisher	Frontiers Media S.A.
publishDate	2021
url	https://doaj.org/article/040f3a4eb6244eb29b8c3ae8fe369bc2
work_keys_str_mv	AT dvirravoy nc40anovelapproachtononconformitiesmanagementprioritizingeventswithriskmanagementtools AT yisraelparmet nc40anovelapproachtononconformitiesmanagementprioritizingeventswithriskmanagementtools
_version_	1718426584339185664

NC 4.0, a Novel Approach to Nonconformities Management: Prioritizing Events With Risk Management Tools

Ejemplares similares