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Issue title: Artificial Intelligence as a maturing and growing technology: An urgent need for intelligent systems
Guest editors: X. Yuan and M. Elhoseny
Article type: Research Article
Authors: Xu, Wenhana | Bo, Hongguangb; * | Chen, Yinglianb
Affiliations: [a] School of Accounting, Nanjing Audit University, Nanjing, Jiangsu, China | [b] School of Economics and Management, Dalian University of Technology, Dalian, Liaoning, China
Correspondence: [*] Corresponding author. Hongguang Bo, School of Economics and Management, Dalian University of Technology, Dalian, Liaoning, China. E-mail: [email protected].
Abstract: In order to explore the impact of the system-driven supply chain, collaborative operations, and organizational characteristics on supply chain operational performance, this paper based on the system dynamics method to simulate the established information collaborative supply chain model, analyze market demand data, inventory before and after the supply chain sharing The changes of inventory fluctuations in the supply chain and related calculations are compared with the simulation results under the current model to prove the importance of implementing information collaboration in the supply chain of a large retailer-led supply chain. The research in this paper shows that with the supply chain information collaboration model, the average value of the manufacturer’s order quantity has dropped by 30.4%. Affected by this, the dispersion coefficient has also dropped from 0.76 to 0.6, and the average number of orders in the distribution center has also dropped by 12.2%; With the supply chain information synergy model, the average value of the raw material inventory of manufacturers has dropped significantly, from 3400 in the current model to 2500 in the information synergy model, a decrease of 27%, the standard deviation has also decreased by 57%, and the dispersion coefficient has dropped from 0.98 to 0.50; The standard deviation rate of the inventory of the distribution center is 30%; from the perspective of the overall retail supply chain, the inventory has fallen by 14%, the standard deviation has fallen by 34%, and the dispersion coefficient has dropped from 0.76 in the current model to the information collaboration model. 0.6, it can be seen that the mode of supply chain information coordination has a great effect on reducing supply chain costs and improving supply chain efficiency.
Keywords: System dynamics, supply chain management, information collaboration, a supply chain operating performance
DOI: 10.3233/JIFS-189347
Journal: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3085-3095, 2021
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