基于中斷風險的供應(yīng)鏈系統(tǒng)魯棒控制及優(yōu)化
[Abstract]:The tide of global integration has promoted the development of the world economy and brought about the transformation of the development mode of the world economy. The development of enterprises has moved from the traditional management to the operation of the cluster supply chain, on the one hand, The operation of supply chain system brings more profits to the enterprises, on the other hand, the increasingly complex competition environment also brings more risks to the enterprises, which leads to the frequent occurrence of supply chain interruptions, resulting in important losses. The market for a complete supply chain interruption risk prevention system is increasingly urgent. In view of the above situation, based on the existing research results, the prevention of interruption risk factors and supply chain robustness become the main content of this study, and a robust management system for interruption risk factors is proposed. The operation method of supply chain system is optimized and the influence of interruption risk factor on supply chain system is effectively restrained. The system mainly includes three aspects. (1) most of the existing risk prevention mechanisms discuss the management and response after the occurrence of risk, but ignore the inherent impact of the external interruption risk on the supply chain. Although the impact of interruptions can be controlled through risk management, the damage caused is irreparable. In this paper, a robust supply chain design algorithm for external interruption risk is proposed. The minimum value of operation and risk cost can be obtained by taking both benefit and robustness into account. Thus the optimization of the system is realized. (2) the supply chain management system based on multi-model predictive control combines the characteristics of the supply chain system and optimizes the algorithm of the control system, which can make the system under the premise of maximizing the profit. To ensure the robustness of the system, the system can effectively provide information processing, production planning and logistics distribution to provide a strong reference. (3) for the serious interruption risk, Based on the management method of multi-model predictive control and the method of model switching, this paper gives full play to the characteristics of system information and cluster, and can respond at the beginning of risk. Resume the operation of the supply chain system as quickly as possible. The above three aspects consider the process of interruption risk, the mechanism of internal and external structure and recovery measures, and fully coordinate the enterprises in the supply chain to form an organic whole, thus realizing the prevention of supply chain disruption. This paper also simulates the system by Matlab, and further validates the effectiveness of the proposed method. The simulation results show that the system can effectively eliminate the impact of interruption risk factors on the system, and show good robustness.
【學位授予單位】:武漢紡織大學
【學位級別】:碩士
【學位授予年份】:2014
【分類號】:TP13;F274
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