Optimal decisions for a two-echelon supply chain with capacity and demand information

被引:7
|
作者
Zheng, Meimei [1 ]
Wu, Kan [2 ]
Sun, Cunwu [1 ]
Pan, Ershun [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch ME, Shanghai 200240, Peoples R China
[2] Nanyang Technol Univ, Sch MAE, Singapore 639798, Singapore
基金
中国国家自然科学基金;
关键词
Supply chain management; Capacity; Demand information; Coordination; Uncertainties; FORECAST; INVENTORY; CONTRACT; SYSTEM; MODEL;
D O I
10.1016/j.aei.2019.01.008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to the applications of Internet of Things and big data in the Industry 4.0 context, more information in and out of a smart factory can be collected and shared between manufacturers and retailers. In this study, we consider two types of information that can be available in a supply chain consisting of a manufacturer and a retailer in Industry 4.0: the capacity information for the later rush production and the demand information shared between the retailer and manufacturer. In the supply chain, the manufacturer provides two orders with maximum limits by using a capacitated normal production and two capacitated rush production modes. To study the effects of the information, we investigate the optimal decisions and profits for the supply chain with and without the capacity information and demand information sharing. In addition, we propose a coordination mechanism for the supply chain with both the capacity information and demand information sharing. The co-ordination mechanism does not only rely on cost parameters, but also on the capacity and demand information. The numerical examples show that the supply chain profit can be improved by as large as 16.76% in the co-ordinated system, compared with the original system without the capacity information and demand information sharing.
引用
收藏
页码:248 / 258
页数:11
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