Integration Model of Inventory and Transportation Decisions for Multiple Coal Shipping

doi:10.7652/xjtuxb201406007

您当前的位置：

首页 >

文章列表页 >

Integration Model of Inventory and Transportation Decisions for Multiple Coal Shipping

更新时间：2025-07-09

- Integration Model of Inventory and Transportation Decisions for Multiple Coal Shipping
- Vol. 48, Issue 6, Pages: 37-42(2014)
- 作者机构：
  
  西安交通大学机械制造系统工程国家重点实验室,西安,710049
- 作者简介：
- 基金信息：
- DOI：10.7652/xjtuxb201406007
  CLC： F274
- Online First：10 June 2014，
  
  Published：2014
- 稿件说明：
移动端阅览
Integration Model of Inventory and Transportation Decisions for Multiple Coal Shipping[J]. 2014, 48(6): 37-42.
DOI：

Integration Model of Inventory and Transportation Decisions for Multiple Coal Shipping[J]. 2014, 48(6): 37-42. DOI： 10.7652/xjtuxb201406007.

摘要

针对大型发电集团煤炭采购海运总成本较高、库存积压严重的问题

提出海运运输库存管理一体化的三层混合整数规划模型。该模型基于多配送中心至多电厂码头的物流配送网络

考虑实际海运中复杂的船舶构成及电厂码头靠泊限制

采用混合整数规划方法

以调度周期内发电集团总部煤炭采购运输成本总和最小作为第一优化目标

以船运公司航次运行总费用最小为第二优化目标

并考虑电厂码头库存成本及库存不平衡惩罚

采用分层序列优化方法对该模型进行求解。基于国内某大型发电集团及其下属12个电厂的实验结果表明:该模型在避免煤炭短缺及库存爆仓的同时

降低供应链系统总费用800万元

减少由等待泊位引起的滞期费用195万元

降低电厂码头平均库存量30%; 分层模型可有效降低由统一建模带来的管理难度及求解复杂度

特别适用于多电厂码头的复杂煤炭海运问题。

Abstract

A three-level mixed integer programming model is proposed to reduce the cost of coal purchase and transportation in large-scale power generation groups

and to decrease the inventory levels of coal in group's subsidiaries. Mixed integer liner programming is used to establish the model

and the logistic distribution networks among multi-loading ports and multi-unloading ports

vessel capacities and physical constrains of subsidiaries are considered in the model. The first level object of the model is to minimize the purchase and transportation costs of power generation groups in the entire scheduling cycle. The second level object is to minimize the voyage operating expenses

and the third level object is to minimize the inventory and penalty costs of all subsidiaries. Sequential optimization method is used to solve the model. Numerical tests are performed for a power generation group with 12 subsidiaries and the results show that the cost of the overall supply chain system is saved by 800 million RMB

the demurrage cost is reduced by 195 million RMB

and the inventories of all subsidiaries are reduced by 30%. The three-level model has competitive performance in terms of solution efficiency against traditional consolidated models

especially for complex coal shipping problems of multiple subsidiaries.

关键词

Keywords

references

CHRISTIANSEN M, FAGERHOLT K, RONEN D. Ship routing and scheduling: status and perspectives[J]. Transport Science, 2004, 38(1): 1-18.

HOFF A, ANDERSSON H, CHRISTIANSEN M, et al. Industrial aspects and literature survey: fleet composition and routing[J]. Computers and Operations Research, 2010, 37(12): 2041-2061.

CHRISTIANSEN M, FAGERHOLT K, NYGREEN B, et al. Ship routing and scheduling in the new millennium[J]. European Journal of Operational Research, 2013, 228(3): 467-483.

CHRISTIANSEN M, FAGERHOLT K, FLATBERG T, et al. Maritime inventory routing with multiple products: a case study from the cement industry[J]. European Journal of Operational Research, 2011, 208(1): 86-94.

SHIH L H. Planning of fuel coal imports using a mixed integer programming method[J]. International Journal of Production Economics, 1997, 51(3): 243-249.

YUCEKAYA A. Multi-objective fuel supply for coal-fired power plants under emission, transport and operational constraints[J]. Energy Sources: Part B Economics, Planning, and Policy, 2013, 8(2): 179-189.

BILGEN B, OZKARAHAN I. A mixed-integer linear programming model for bulk grain blending and shipping[J]. International Journal of Production Economics, 2007, 107(2): 555-571.

杨秋平, 谢新连, 赵家保. 船队规划研究现状与动态[J]. 交通运输工程学报, 2010, 10(4): 85-90.

YANG Qiuping, XIE Xinlian, ZHAO Jiabao. Research status and prospect of fleet planning[J]. Journal of Traffic and Transportation Engineering, 2010, 10(4): 85-90.

杨洋. 基于班轮公司合作的海运空箱调运优化模型[J]. 上海交通大学学报, 2011, 45(1): 120-124.

YANG Yang. Integer programming allocation model of empty container by sea transportation for liner operators' cooperation[J]. Journal of Shanghai Jiaotong University, 2011, 45(1): 120-124.

唐磊, 谢新连, 王成武. 基于集合划分的航速可变不定期船舶调度模型[J]. 上海交通大学学报, 2013, 47(6): 909-915.

TANG Lei, XIE Xinlian, WANG Chengwu. Model of tramp ship scheduling with variable speed based on set partition approach[J]. Journal of Shanghai Jiaotong University, 2013, 47(6): 909-915.

ZHAO Qiuhong, CHEN Shuang, STEPHEN C H, et al. Integration of inventory and transport decisions in a logistics system[J]. Transport Research Part E-Logistics and Transport Review, 2010, 46(6): 913-925.

曹萃文, 顾幸生. 炼油厂综合库存管理优化问题研究[J]. 计算机集成制造系统, 2006, 12(2): 246-251.

CAO Cuiwen, GU Xingsheng. Optimal control for refinery synthesis inventory management[J]. Computer Integrated Manufacturing Systems, 2006, 12(2): 246-251.

曹学明, 林柏梁, 严贺祥. 铁路直达运输条件下煤炭运输与库存一体化模型[J]. 北京交通大学学报, 2006, 30(6): 27-31.

CAO Xueming, LIN Boliang, YAN Hexiang. An integrated coal transportation and inventory model under condition of rail direct transportation[J]. Journal of Beijing Jiaotong University, 2006, 30(6): 27-31.

赵刚. 上海电煤长江运输系统规划[J]. 系统工程理论与实践, 2005, 25(1): 140-143.

ZHAO Gang. Plan on shanghai power coal transportation system on yangtze river[J]. System Engineering-theory and Practice, 2005, 25(1): 140-143.

汪文生, 曾志猛, 王娟. 多级煤炭物流网络优化选择模型[J]. 煤炭学报, 2011, 36(6): 1060-1064.

WANG Wensheng, ZENG Zhimeng, WANG Juan. Construction and application of multi-level coal logistics network optimization model[J]. Journal of China Coal Society, 2011, 36(6): 1060-1064.

汝海,高峰,徐寅峰,等.单水库汛期分段线性调度的在线策略与分析.2014,48(2):99-105.[doi:10.7652/xjtuxb201402 017]

徐小艳,管晓宏,李黎.建筑空调系统最优停机时间预测与控制.2013,47(10):31-36.[doi:10.7652/xjtuxb201310006]

张彪,曹其新,王雯珊.使用三维栅格地图的移动机器人路径规划.2013,47(10):57-61.[doi:10.7652/xjtuxb201310010]

刘连理,李庆,顾运,等.电力定价策略的多目标优化模型及其应用.2013,47(10):115-120.[doi:10.7652/xjtuxb2013 10020]

王兆杰,高峰,翟桥柱,等.高耗能企业关口平衡问题的双目标规划模型.2013,47(8):26-32.[doi:10.7652/xjtuxb 201308005]

吴雄,王秀丽,崔强.考虑需求侧管理的微网经济优化.2013,47(6):90-96.[doi:10.7652/xjtuxb201306016]

陈旭,王伊卿,孙琨,等.高速列车车厢夹层板断面结构的多目标优化.2013,47(1):62-67.[doi:10.7652/xjtuxb201301 013]

李健,黄庆佳,刘一阳,等.云计算环境下基于粒子群优化的大规模图处理任务调度算法.2012,46(12):116-122.[doi:10.7652/xjtuxb201212020]

代亮,许宏科,陈婷.无线传感器网络可分负载调度算法.2012,46(6):23-28.[doi:10.7652/xjtuxb201206005]

徐健,景明利,齐春,等.采用遗传算法的分层贪婪字典训练算法.2012,46(4):18-23.[doi:10.7652/xjtuxb201204004]

薛峰,周亚东,高峰,等.一种突发性热点话题在线发现与跟踪方法.2011,45(12):64-69.[doi:10.7652/xjtuxb201112 012]

李黎,管晓宏,赵千川,等.网络生存适应性的多目标评估.2010,44(10):1-7.[doi:10.7652/xjtuxb201010001]

刘小民,张文斌.采用遗传算法的离心叶轮多目标自动优化设计.2010,44(1):31-35.[doi:10.7652/xjtuxb201001008]

颜秉珩,钱德沛.一种支持负载均衡的存储调度算法.2009,43(10):61-65.[doi:10.7652/xjtuxb200910013]

康雨,闫相国,郑崇勋,等.任意可分负载的多轮调度算法.2009,43(8):125-129.[doi:10.7652/xjtuxb200908025]

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Windage Loss and Flow Characteristics in Impeller Back Gaps of sCO2 Radial Inflow Turbines

I/O Performance Modeling and Prediction Method for Large-Scale Parallel Applications Using Machine Learning

Research on the Electrohydrodynamic Effects of Ionic Liquid-Modified Fuels

Influence of Structural Parameters on the Summer Operational Characteristics of a Three-Tower-in-One Indirect Air-Cooling System

Integrated and Joint Design Optimization of Centrifugal Compressor Impeller and Casing Treatment at Multiple Working Points

Related Author

No data

Related Institution

No data

⁰