Proceedings of the 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)

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Circuit Board Assembly Workshop Operational Risk Management and Assessment

Authors
Shichang Lu1, Fenglian Xie1, *
1Liaoning HuLuDao, Liaoning Engineering Technology University, School of Business Administration, Fuxin, 125105, China
*Corresponding author. Email: 1752764377@qq.com
Corresponding Author
Fenglian Xie
Available Online 22 November 2024.
DOI
10.2991/978-94-6463-570-6_23How to use a DOI?
Keywords
Operational Risk Management; 5M1E; Fault Analysis (FTA); Dynamic Bayesian (DBN); Fuzzy Set Theory
Abstract

The article presents a method for managing and evaluating operational risks in manufacturing production sites for circuit board assembly, addressing the uncertainties, diversities, and dynamic changes in influencing factors. This approach, employing Fuzzy Dynamic Bayesian Network (FDBN), establishes a risk assessment framework from five perspectives: personnel, machinery, materials, methods, and environment. It constructs a Fault Tree Analysis (FTA) model and maps the fault tree to a Dynamic Bayesian Network model (DBN). Node probabilities are quantified using fuzzy theory and expert scoring method. Through bidirectional inference of dynamic Bayesian reasoning, the method evaluates safety risks for on-site operation personnel in manufacturing production, deriving time-sequential dynamic curves of safety risk changes and reverse inferring key influencing factors. The research conclusions offer new insights for operational safety regulations.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)
Series
Advances in Economics, Business and Management Research
Publication Date
22 November 2024
ISBN
978-94-6463-570-6
ISSN
2352-5428
DOI
10.2991/978-94-6463-570-6_23How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Shichang Lu
AU  - Fenglian Xie
PY  - 2024
DA  - 2024/11/22
TI  - Circuit Board Assembly Workshop Operational Risk Management and Assessment
BT  - Proceedings of the 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)
PB  - Atlantis Press
SP  - 211
EP  - 220
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-570-6_23
DO  - 10.2991/978-94-6463-570-6_23
ID  - Lu2024
ER  -