LAPSE:2023.1436
Published Article
LAPSE:2023.1436
Smart Technology Prioritization for Sustainable Manufacturing in Emergency Situation by Integrated Spherical Fuzzy Bounded Rationality Decision-Making Approach
February 21, 2023
Abstract
The delays and disruptions during the pandemic have awakened interest in the sustainability and resilience of production systems to emergencies. In that context, the deployment of smart technologies has emerged as an almost mandatory development orientation to ensure the stability of manufacturing. The core value of smart technologies is to reduce the dependence on human labor in production systems. Thereby, the negative impacts caused by emergency situations are mitigated. However, the implementation of smart technologies in a specific production system that already exists requires a high degree of suitability. Motivated by this fact, this study proposes an integrated spherical fuzzy bounded rationality decision-making approach, which is composite of the spherical fuzzy decision-making trial and evaluation laboratory (SF DEMATEL) and the spherical fuzzy regret theory-based combined compromise solution (R-SF CoCoSo) method. The proposed approach reflects both the ambiguities and psychological behaviors of decision-makers in prioritization problems. It was applied to prioritize seven smart technologies for manufacturing in Vietnam. The results show that reliability, costs, and maturity are the most important criteria for choosing smart technology which is suitable for an existing production system in Vietnam. Our findings seem to suggest that the automatic inspection, remote machine operation, and robots are the most suitable smart technologies to stabilize and sustain production in Vietnam for emergency situations.
Keywords
bounded rationality decision-making, multiple criteria decision-making, regret theory, smart technology, spherical fuzzy sets, sustainable manufacturing, the combined compromise solution method, the decision-making trial and evaluation laboratory
Suggested Citation
Wang CN, Thi Pham TD, Nhieu NL, Huang CC. Smart Technology Prioritization for Sustainable Manufacturing in Emergency Situation by Integrated Spherical Fuzzy Bounded Rationality Decision-Making Approach. (2023). LAPSE:2023.1436
Author Affiliations
Wang CN: Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung 807778, Taiwan [ORCID]
Thi Pham TD: Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung 807778, Taiwan [ORCID]
Nhieu NL: Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung 807778, Taiwan [ORCID]
Huang CC: Department of Mechanical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 807778, Taiwan [ORCID]
Journal Name
Processes
Volume
10
Issue
12
First Page
2732
Year
2022
Publication Date
2022-12-18
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr10122732, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.1436
This Record
External Link

https://doi.org/10.3390/pr10122732
Publisher Version
Download
Files
Feb 21, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
343
Version History
[v1] (Original Submission)
Feb 21, 2023
 
Verified by curator on
Feb 21, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.1436
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version