System dynamics simulation model for inventory optimisation of manufacturers: a case study in electrical industry

系统动力学 MATLAB语言 运筹学 模糊逻辑 计算机科学 存货理论 库存控制 永续盘存 工业工程 库存(枪支) 工程类 人工智能 机械工程 操作系统
作者
Maryam Mofarrahi,Masoud Rahiminezhad Galankashi,Syed Ahmad Helmi,Farimah Mokhatab Rafiei
出处
期刊:European Journal of International Management [Inderscience Enterprises Ltd.]
卷期号:20 (2): 167-193
标识
DOI:10.1504/ejim.2023.131364
摘要

System Dynamics (SD) is an approach to understand the behaviour of complex systems over the time. Although SD has been applied in different areas, its integration with fuzzy inventory optimisation is less investigated. In addition, customers' demand fluctuation is a significant factor in inventory optimisation which is not studied in previous literature. Therefore, this study applies SD to consider customers' demand fluctuation and improve the inventory level of companies. Particularly, a SD model is constructed in iThink software to represent the inventory level of the companies. Following, the Stock and Flow Diagrams (SFDs) are applied to represent the structure of the system. Next, three variables of demand variation, demand average and the highest demand are modelled in Matlab Simulink fuzzy controller to optimise the inventory. According to the obtained results, the inventory level of the considered case study is optimised by applying the developed model. Finally, obtained results are compared with the current inventory level of the company and some managerial implications are suggested.

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