空高联运快捷货物运输产品设计研究
Air-to-Highspeed-Rail Intermodal Freight Transportation Transport Product Design
摘要: 空高联运具有多尺度运输、高时效、可靠性强、运力周转率高等优势，可以为新时代背景下具有多品种、高附加值、高频次、小批量需求特性的货物提供高质量运输服务。不同于其他多式联运方式，空高联运系统在技术、造价等客观条件制约下运力资源有限，需要在最大程度满足货物运输需求的基础上，提升空高联运系统的基础设施设备的利用率。本研究提出一种空高联运快捷货物运输产品设计方案，提出多种类客户需求预测方法，并结合服务网络设计思想，创新空高联运运输产品设计方法，将货物运输资源管理与货物运输调度进行多阶段一体化组织，协同管理全货运与客机货运两种不同的货物调运模式，实现服务网络与货物运输市场需求高度耦合、增加运营管理者经济收益。本设计方案可为交通运输部、物流企业等相关行业单位的货物运输运营管理者提供决策参考和依据。
Abstract: Air-to-highspeed-rail intermodal transport has the advantages of multi-scale transportation space, high transportation timeliness, strong transportation reliability and high capacity turnover rate. It can provide satisfactory services for the freight delivery with new demand characteristics, such as multiple varieties, high added value, high frequency and small batch, under the background of the new era. Unlike other multimodal transportation methods, the air-to-highspeed-rail transportation system has limited transportation resources due to objective constraints such as technology and cost. Therefore, it is necessary to improve the utilization rate of the infrastructure and equipment of the air-to-highspeed-rail transportation system while maximizing the satisfaction of cargo transportation needs. This study proposes a design scheme for a fast and efficient air-to-highspeed-rail intermodal freight transportation product. Based on accurate prediction of air-to-highspeed-rail intermodal freight demand, combined with service network design ideas, the design methodology of air-to-highspeed-rail intermodal transportation product is innovated. The management of freight transportation resources and freight transportation scheduling are integrated in multiple stages and levels, and the two different freight transportation modes of full freight and passenger flight are jointly managed to achieve high coupling between service network and freight transportation market demand, increase the economic benefits of operation managers, and provide decision-making references and basis for freight transportation operation managers of relevant industry units such as the Ministry of Transport and logistics enterprises.
文章引用：方星, 张玉环, 谢茹羽, 郑煜. 空高联运快捷货物运输产品设计研究[J]. 运筹与模糊学, 2024, 14(5): 358-371. https://doi.org/10.12677/orf.2024.145477

参考文献

[1] Yang, Y. (2015) Development of the Regional Freight Transportation Demand Prediction Models Based on the Regression Analysis Methods. Neurocomputing, 158, 42-47. [Google Scholar] [CrossRef] 
[2] Zhu, J. (2015) Research on Logistics Demand Forecasting and Transportation Structure of Beijing Based on Grey Prediction Model. Science Journal of Applied Mathematics and Statistics, 3, 144-152. [Google Scholar] [CrossRef] 
[3] Barua, L., Zou, B. and Zhou, Y. (2020) Machine Learning for International Freight Transportation Management: A Comprehensive Review. Research in Transportation Business & Management, 34, Article ID: 100453. [Google Scholar] [CrossRef] 
[4] 张明, 韩松臣, 黄林源. 基于双重力模型和人工神经网络的空中交通流量组合预测[J]. 西南交通大学学报, 2009, 44(5): 764-770.
[5] 李智, 白军成. 基于分解集成的航空货运需求区间预测研究[J]. 计算机应用研究, 2022, 39(9): 2773-2778, 2784.
[6] 曹允春, 龚曼丽. 专业货运机场航空物流需求预测研究[J]. 综合运输, 2023, 45(10): 156-162.
[7] 张义军, 贾进, 王广莹, 等. 基于GA-SVM模型的三峡过闸货运需求预测[J]. 综合运输, 2023, 45(10): 149-155.
[8] 乔婧. 综合交通运输网络背景下规划航道货运需求预测——以湘桂运河为例[J]. 物流科技, 2023, 46(15): 86-88.
[9] 陶樯, 罗荣武, 高辉, 等. 铁路冷藏运输发展对策分析[J]. 铁道货运, 2019, 37(6): 41-45.
[10] 崔艳萍, 王瑞斌. 铁路煤炭货运产品设计的探讨[J]. 铁道货运, 2014(12): 13-17.
[11] 刘迪. 集装箱海铁联运箱位分配与动态定价决策优化[M]. 长沙: 中南大学出版社, 2016.
[12] Wang, H., Wang, X. and Zhang, X. (2017) Dynamic Resource Allocation for Intermodal Freight Transportation with Network Effects: Approximations and Algorithms. Transportation Research Part B: Methodological, 99, 83-112. [Google Scholar] [CrossRef] 
[13] Woxenius, J. (2012) Directness as a Key Performance Indicator for Freight Transport Chains. Research in Transportation Economics, 36, 63-72. [Google Scholar] [CrossRef] 
[14] Zhong, Y. and Zhang, Q. (2000) Strengthening Marketing Operation and Enlarging the Quotient of Freight Express Transportation Market for Railway. Traffic and Transportation Studies (2000), Beijing, China, 31 July-2 August 2000, 332-335. [Google Scholar] [CrossRef] 
[15] Li, J., Shen, y., Li, y. and Hu, s. (2000) Express Freight Transportation of Railway in China. Traffic and Transportation Studies (2000), Beijing, China, 31 July-2 August 2000, 743-747. [Google Scholar] [CrossRef] 
[16] Yang, H. and Xia, S. (2000) Reality and Prospects of the Developing Railway-Based Express Freight Transport in China. Traffic and Transportation Studies (2000), Beijing, China, 31 July-2 August 2000, 265-270. [Google Scholar] [CrossRef] 
[17] 王嘉. 我国铁路货运改革战略定位研究[D]: [硕士学位论文]. 北京: 北京交通大学, 2007.
[18] 孙杨. 铁路货运拓展物流增值服务的发展模式研究[D]: [硕士学位论文]. 北京: 北京交通大学, 2012.
[19] 陈健. 珠三角地区铁路货运现状分析与营销对策探讨[D]: [硕士学位论文]. 北京: 北京交通大学, 2006.
[20] 李珊, 钟雁, 李冠成. 关于快速货物运输产品策略的探讨[J]. 铁道货运, 1998(5): 5-7.
[21] 黄鑫. 适应社会多层次运输需求打造铁路货运系列产品[J]. 铁道货运, 2004(4): 17-19.
[22] 唐晓龙. 客货分线条件下铁路快捷货运产品体系研究[D]: [硕士学位论文]. 成都: 西南交通大学, 2011.
[23] 付强. 铁路快捷货物运输系统分析及其列车开行方案研究[D]: [硕士学位论文]. 成都: 西南交通大学, 2010.
[24] 张静. 我国铁路快捷货运班列开行方案研究[D]: [硕士学位论文]. 北京: 北京交通大学, 2011.
[25] 侯倩. 整体路网条件下的铁路货运产品开发[D]: [硕士学位论文]. 成都: 西南交通大学, 2012.
[26] 兰劲棕. 我国铁路快捷货物运输组织相关问题研究[D]: [硕士学位论文]. 成都: 西南交通大学, 2011.
[27] 董惜凌. 高速铁路快捷货物运输组织相关问题研究[D]: [硕士学位论文]. 成都: 西南交通大学, 2014.
[28] 郭玉华. 中国铁路货运营销理论与发展[M]. 长沙: 中南大学, 2011.
[29] Crainic, T.G. and Rousseau, J. (1986) Multicommodity, Multimode Freight Transportation: A General Modeling and Algorithmic Framework for the Service Network Design Problem. Transportation Research Part B: Methodological, 20, 225-242. [Google Scholar] [CrossRef] 
[30] Kim, D. (1997) Large Scale Transportation Service Network Design: Models, Algorithms and Applications. Ph.D. Thesis, Massachusetts Institute of Technology.
[31] Zhu, E., Crainic, T.G. and Gendreau, M. (2014) Scheduled Service Network Design for Freight Rail Transportation. Operations Research, 62, 383-400. [Google Scholar] [CrossRef] 
[32] Wieberneit, N. (2007) Service Network Design for Freight Transportation: A Review. OR Spectrum, 30, 77-112. [Google Scholar] [CrossRef] 
[33] 董晓岩, 刘军, 王莹. 货物运输服务网络设计问题的研究现状与展望[J]. 北京交通大学学报(社会科学版), 2008， 7(3): 59-64.
[34] Laaziz, E.H. and Sbihi, N. (2019) A Service Network Design Model for an Intermodal Rail-Road Freight Forwarder. International Journal of Logistics Systems and Management, 32, 465-482. [Google Scholar] [CrossRef] 
[35] 钟校, 张玉召, 任斌. 考虑碳排放的快捷货运方式选择模型[J]. 交通运输系统工程与信息, 2018, 18(6): 250-256.
[36] 李海鹰, 曹玥, 廖正文, 等. 基于服务网络的综合快运方案优化[J]. 中国铁道科学, 2020, 41(4): 136-145.
[37] Alumur, S.A., Yaman, H. and Kara, B.Y. (2012) Hierarchical Multimodal Hub Location Problem with Time-Definite Deliveries. Transportation Research Part E: Logistics and Transportation Review, 48, 1107-1120. [Google Scholar] [CrossRef] 
[38] Meraklı, M. and Yaman, H. (2016) Robust Intermodal Hub Location under Polyhedral Demand Uncertainty. Transportation Research Part B: Methodological, 86, 66-85. [Google Scholar] [CrossRef] 
[39] Crainic, T.G. (2000) Service Network Design in Freight Transportation. European Journal of Operational Research, 122, 272-288. [Google Scholar] [CrossRef] 
[40] Hewitt, M., Crainic, T.G., Nowak, M. and Rei, W. (2019) Scheduled Service Network Design with Resource Acquisition and Management under Uncertainty. Transportation Research Part B: Methodological, 128, 324-343. [Google Scholar] [CrossRef] 
[41] 王保华, 何世伟, 宋瑞, 等. 快捷货运动态服务网络设计优化模型及其算法[J]. 铁道学报, 2009, 31(5): 17-22.
[42] Crainic, T.G., Hewitt, M., Toulouse, M. and Vu, D.M. (2018) Scheduled Service Network Design with Resource Acquisition and Management. EURO Journal on Transportation and Logistics, 7, 277-309. [Google Scholar] [CrossRef] 

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