Decentralized and centralized model predictive control to reduce the bullwhip effect in supply chain management
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- 作者：Dongfei Fua ; dongfei.fu@ugent.be" class="auth_mail ; Clara M. Ionescua ; El-Houssaine Aghezzafb ; Robin De Keysera
- 关键词：Model predictive control ; Supply chain management ; Optimization ; Bullwhip effect
- 刊名：Computers and Industrial Engineering
- 出版年：July 2014
- 年：2014
- 卷：73
- 期：Complete
- 页码：21-31
- 全文大小：2258 K
文摘
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We model a benchmark supply chain in control engineering perspective.
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We develop a decentralized MPC scheme to make the ordering decisions.
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We derive an ordering policy based on centralized MPC scheme.
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Two control schemes can be chosen depending on different structure of supply chains.