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Integrated Optimization of the Location–Inventory Problem of Maintenance Component Distribution for High-Speed Railway Operations
Sustainability ( IF 3.9 ) Pub Date : 2020-07-06 , DOI: 10.3390/su12135447 Dezhi Zhang , Shuxin Yang , Shuangyan Li , Jiajun Fan , Bin Ji
Sustainability ( IF 3.9 ) Pub Date : 2020-07-06 , DOI: 10.3390/su12135447 Dezhi Zhang , Shuxin Yang , Shuangyan Li , Jiajun Fan , Bin Ji
Sustainable distribution network design for the maintenance components of electric multiple units (EMUs) is critical to reduce the problem of unreasonable resource allocation and capital occupation of high-speed railway (HSR) operations. Motivated by the above analysis, this study investigates the integrated optimization of the location and inventory of EMU maintenance component distributions. Aiming to improve the sustainable operation for high-speed railway, we proposed a corresponding nonlinear mixed-integer programming model to determine the location of the distribution center (DC) for EMU maintenance component delivery, inventory control strategy, and corresponding service level. The above optimization model is solved by an adaptive improved genetic algorithm. The proposed model and algorithm are applied to a real-world case study on China’s EMU maintenance components. The findings show that a higher service level is not better to achieve the lower total cost in the maintenance component distribution network. The ratios of transportation modes are significant to balance the service level and total cost of the EMU distribution network. Furthermore, the unit out-of-stock cost and the service level both show great impacts on the total costs of the EMU distribution system. Finally, there exists an optimal ratio of different transport modes, which ensures the least total cost of the EMU distribution system.
更新日期：2020-07-06
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