Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach

Industry 4.0 (hereafter I4.0) transformation in manufacturing sectors is considerably gaining a lot of attention from both researchers and practitioners. To increase the success rate of I4.0 transformation, manufacturers and policymakers need to understand barriers and how to overcome them. This pap...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autor principal:	Detcharat Sumrit
Formato:	article
Lenguaje:	EN
Publicado:	Taylor & Francis Group 2021
Materias:	industry 4.0 barriers to industry 4.0 multi-criteria decision making pythagorean fuzzy set todim Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/2e4bed67045149e7bf733f83eb9cdda9
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:2e4bed67045149e7bf733f83eb9cdda9
record_format	dspace
spelling	oai:doaj.org-article:2e4bed67045149e7bf733f83eb9cdda92021-11-17T14:22:00ZPrioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach2331-191610.1080/23311916.2021.1979712https://doaj.org/article/2e4bed67045149e7bf733f83eb9cdda92021-01-01T00:00:00Zhttp://dx.doi.org/10.1080/23311916.2021.1979712https://doaj.org/toc/2331-1916Industry 4.0 (hereafter I4.0) transformation in manufacturing sectors is considerably gaining a lot of attention from both researchers and practitioners. To increase the success rate of I4.0 transformation, manufacturers and policymakers need to understand barriers and how to overcome them. This paper proposes an analytical framework to prioritize the policy initiatives to overcome I4.0 transformation barriers, which have so far been ignored in previous studies. Since the prioritization of policy initiatives involves many evaluating criteria, multi-criteria decision-making (MCDM) is an effective method to evaluate and rank the best alternatives. Notwithstanding, the uncertainty is a major issue in any decision-making process. One of the latest emerging tools in dealing with the uncertainties is Pythagorean fuzzy set (PFS). The use of PFS allows experts with a larger domain to determine both membership and non-membership degrees. In this study, TODIM (an acronym in Portuguese for Interactive Multi-Criteria Decision-Making) under PFS is employed to prioritize policy initiatives to overcome I4.0 barriers. The proposed framework presented herein is illustrated by the case of Thai food processing industry. The results of this study can help the policymakers aiming to drive I.40 transformation to implement the policy initiative in a prioritize manner. Although the present work is focused on the food processing industry, the proposed framework can be further applied to other similar industries.Detcharat SumritTaylor & Francis Grouparticleindustry 4.0barriers to industry 4.0multi-criteria decision makingpythagorean fuzzy settodimEngineering (General). Civil engineering (General)TA1-2040ENCogent Engineering, Vol 8, Iss 1 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	industry 4.0 barriers to industry 4.0 multi-criteria decision making pythagorean fuzzy set todim Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	industry 4.0 barriers to industry 4.0 multi-criteria decision making pythagorean fuzzy set todim Engineering (General). Civil engineering (General) TA1-2040 Detcharat Sumrit Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach
description	Industry 4.0 (hereafter I4.0) transformation in manufacturing sectors is considerably gaining a lot of attention from both researchers and practitioners. To increase the success rate of I4.0 transformation, manufacturers and policymakers need to understand barriers and how to overcome them. This paper proposes an analytical framework to prioritize the policy initiatives to overcome I4.0 transformation barriers, which have so far been ignored in previous studies. Since the prioritization of policy initiatives involves many evaluating criteria, multi-criteria decision-making (MCDM) is an effective method to evaluate and rank the best alternatives. Notwithstanding, the uncertainty is a major issue in any decision-making process. One of the latest emerging tools in dealing with the uncertainties is Pythagorean fuzzy set (PFS). The use of PFS allows experts with a larger domain to determine both membership and non-membership degrees. In this study, TODIM (an acronym in Portuguese for Interactive Multi-Criteria Decision-Making) under PFS is employed to prioritize policy initiatives to overcome I4.0 barriers. The proposed framework presented herein is illustrated by the case of Thai food processing industry. The results of this study can help the policymakers aiming to drive I.40 transformation to implement the policy initiative in a prioritize manner. Although the present work is focused on the food processing industry, the proposed framework can be further applied to other similar industries.
format	article
author	Detcharat Sumrit
author_facet	Detcharat Sumrit
author_sort	Detcharat Sumrit
title	Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach
title_short	Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach
title_full	Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach
title_fullStr	Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach
title_full_unstemmed	Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach
title_sort	prioritization of policy initiatives to overcome industry 4.0 transformation barriers based on a pythagorean fuzzy multi-criteria decision making approach
publisher	Taylor & Francis Group
publishDate	2021
url	https://doaj.org/article/2e4bed67045149e7bf733f83eb9cdda9
work_keys_str_mv	AT detcharatsumrit prioritizationofpolicyinitiativestoovercomeindustry40transformationbarriersbasedonapythagoreanfuzzymulticriteriadecisionmakingapproach
_version_	1718425403161313280

Prioritization of policy initiatives to overcome Industry 4.0 transformation barriers based on a Pythagorean fuzzy multi-criteria decision making approach

Ejemplares similares