NK model simulation study of intelligent manufacturing transformation path selection in pharmaceutical manufacturing enterprises
Under the wave of Industry 4.0, traditional pharmaceutical manufacturing enterprises are in urgent need of intelligent manufacturing transformation and upgrading, and exploring the optimal realization path of intelligent manufacturing transformation can help accelerate the transformation process of pharmaceutical manufacturing enterprises. This paper uses grounded theory research methods to conduct a multi-case study to summarize six influencing factors of the intelligent manufacturing transformation of Chinese pharmaceutical manufacturing enterprises; and then analyzes the correlation between the intelligent manufacturing influencing factors based on the DEMATEL method and the NK model, and identifies the key influencing factors according to this, and then draws the fitness landscape map of the intelligent manufacturing transformation, and finally arrives at the optimal path selection of the intelligent manufacturing transformation of pharmaceutical manufacturing enterprises. The study enriches and extends the research paradigm of intelligent manufacturing transformation, and provides lessons for pharmaceutical manufacturing enterprises to realize intelligent manufacturing transformation and upgrading.
Authors
- Shanshan Qiu (ORCID: https://orcid.org/0000-0001-9067-5949)
- Wei Zhu (ORCID: https://orcid.org/0000-0002-9624-0724)
- Ping Ouyang (ORCID: https://orcid.org/0009-0009-2086-3130)
- Shuqin Li (ORCID: https://orcid.org/0009-0000-8187-7792)
- Zhensong Jiang
- Xue Ke
Institutions
- Jiujiang University (CN)
- Jiangxi Science and Technology Normal University (CN)
- Jiangxi Normal University (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2024-08-23
- DOI
- https://doi.org/10.1038/s41598-024-70502-7
- Citations
- 4
- Primary Topic
- Manufacturing Process and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 1.40
Funders
- National Natural Science Foundation of China
- National Social Science Fund of China