LIU Song, SHAO Yiming, PENG Yong. Optimization of Multimodal Transport Paths for Refrigerated Containers Under Carbon Emission Restriction[J]. Applied Mathematics and Mechanics, 2020, 41(2): 204-215. doi: 10.21656/1000-0887.400159
Citation: LIU Song, SHAO Yiming, PENG Yong. Optimization of Multimodal Transport Paths for Refrigerated Containers Under Carbon Emission Restriction[J]. Applied Mathematics and Mechanics, 2020, 41(2): 204-215. doi: 10.21656/1000-0887.400159

Optimization of Multimodal Transport Paths for Refrigerated Containers Under Carbon Emission Restriction

doi: 10.21656/1000-0887.400159
Funds:  The National Science Fund for Young Scholars of China(61803057)
  • Received Date: 2019-05-06
  • Rev Recd Date: 2019-07-17
  • Publish Date: 2020-02-01
  • To cut the multimodal transportation cost of refrigerated containers under carbon emission restriction, save energy and reduce carbon emission accordingly, efficient path selection is essential. From the perspective of carbon emission limit, based on the points that in a multimodal transport network, the railway and waterway transport modes are restricted by scheduling timetables and the refrigerated containers involve cooling costs, cargo damages and carbon emissions, a path optimization model was established with the lowest total cost. All the costs of transportation, transshipment, refrigeration and cargo damage, dynamically changing with the scheduling timetable, were considered. In addition, a genetic algorithm was designed and applied to example analyses. The results show that, the proposed model and algorithm can quickly select the transportation plan with the least cost according to the requirements of the decision maker, thus providing a useful decision support.
  • loading
  • [1]
    龚勃文, 林赐云. 一种个性化城市多目标最短路径随机优化算法[J]. 中国科技论文, 2016,11(7): 828-834.(GONG Bowen, LIN Ciyun. A stochastic optimization algorithm of the shortest path under multi-criteria for urban roads[J]. China Sciencepaper,2016,11(7): 828-834.(in Chinese))
    边展, 徐奇, 靳志宏. 带时限要求的甩挂运输车辆调度优化[J]. 中国科技论文, 2018,13(5): 568-574.(BIAN Zhan, XU Qi, JIN Zhihong. Optimization on the truck-and-trailer routing problem with timeliness requirement[J]. China Sciencepaper,2018,13(5): 568-574.(in Chinese))
    李根, 李航, 张帅阳, 等. 基于蚁群算法的最优路径规划及参数研究[J]. 中国科技论文, 2018,13(16): 1909-1914.(LI Gen, LI Hang, ZHANG Shuaiyang, et al. Optimal path planning and parameter analysis based on ant colony algorithm[J]. China Sciencepaper,2018,13(16): 1909-1914.(in Chinese))
    田晓勇, 何涛, 李巧茹, 等. 普通干线公路突发事件后的疏散路径选择[J]. 中国科技论文, 2018,13(7): 747-751.(TIAN Xiaoyong, HE Tao, LI Qiaoru, et al. Selection of evacuation path for common trunk highways after emergencies[J]. China Sciencepaper,2018,13(7): 747-751.(in Chinese))
    刘杰, 彭其渊, 殷勇. 低碳背景下的多式联运路径规划[J]. 交通运输系统工程与信息, 2018,18(6): 243-249.(LIU Jie, PENG Qiyuan, YIN Yong. Multimodal transportation route planning under low carbon emissions background[J]. Journal of Transportation Systems Engineering and Information Technology,2018,18(6): 243-249.(in Chinese))
    康凯, 韩杰, 普玮, 等. 生鲜农产品冷链物流低碳配送路径优化研究[J]. 计算机工程与应用, 2019,55(2): 259-265.(KANG Kai, HAN Jie, PU Wei, et al. Optimization research on cold chain distribution routes considering carbon emissions for fresh agricultural products[J]. Computer Engineering and Applications,2019,55(2): 259-265.(in Chinese))
    李顺勇, 但斌, 葛显龙. 多通路时变网络下低碳车辆路径优化模型与算法[J]. 计算机集成制造系统, 2019,25(2): 454-468.(LI Shunyong, DAN Bin, GE Xianlong. Optimization model and algorithm of low carbon vehicle routing problem multi-graph time-varying network[J]. Computer Integrated Manufacturing Systems,2019,25(2): 454-468.(in Chinese))
    王陆平, 肖伟, 魏庆琦. 基于不规则棱柱网络的低碳多式联运路径研究[J]. 计算机应用研究, 2014,31(8): 2275-2278.(WANG Luping, XIAO Wei, WEI Qingqi. Study on low-carbon multimodal transport path based on irregular prism network[J]. Application Research of Computers,2014,31(8): 2275-2278.(in Chinese))
    雷定猷, 游伟, 张英贵, 等. 长大货物多式联运路径优化模型与算法[J]. 交通运输工程学报, 2014,14(1): 75-83.(LEI Dingyou, YOU Wei, ZHANG Yinggui, et al. Path optimization modal and algorithm of multimodal transport for long and bulky cargo[J]. Journal of Traffic and Transportation Engineering,2014,14(1): 75-83.(in Chinese))
    刘丹, 赵嵩正. 可持续多式联运网络设计的多目标优化模型及算法[J]. 系统工程, 2015,33(8): 133-139.(LIU Dan, ZHAO Songzheng. Multi-objective optimization model and algorithm of sustainable intermodal network[J]. Systems Engineering,2015,33(8): 133-139.(in Chinese))
    陈雷, 林柏梁, 王龙, 等. 基于碳减排政策的多式联运运输方式选择优化模型[J]. 北京交通大学学报, 2015,39(3): 70-75.(CHEN Lei, LIN Boliang, WANG Long, et al. Optimization model of mode selection for intermodal transportation based on carbon-reduction policy[J]. Journal of Beijing Jiaotong University,2015,39(3): 70-75.(in Chinese))
    ASSADIPOUR G, KE G Y, VERMA M. Planning and managing intermodal transportation of hazardous materials with capacity selection and congestion[J]. Transportation Research Part E: Logistics and Transportation Review,2015,76: 45-57.
    曹欢, 范体军, 刘丽萍. 基于CVaR的危险品公铁联运路径选择研究[J]. 运筹与管理, 2017,26(6): 41-48.(CAO Huan, FAN Tijun, LIU Liping. Routing the road and railway intermodal transportation of hazmat based on CVaR[J]. Oprations Research and Management Science,2017,26(6): 41-48.(in Chinese))
    吕学伟, 杨斌, 袁剑斐. 低碳视角下的多式联运最优路径选择[J]. 广西大学学报(自然科学版), 2017,42(2): 519-526.(L Xuewei, YANG Bin, YUAN Jianfei. Optimal path selection of multimodal transport under the perspective of low carbon[J]. Journal of Guangxi University(Natural Science Edition),2017,42(2): 519-526.(in Chinese))
    彭勇, 刘星, 罗佳, 等. 考虑班期限制的货物多式联运路径优化研究[J]. 中国科技论文, 2017,12(7): 787-792.(PENG Yong, LIU Xing, LUO Jia, et al. Study on the route optimization under schedule limits of multimodal transport of goods[J]. China Sciencepaper,2017,12(7): 787-792.(in Chinese))
    李珺, 杨斌, 朱小林. 绿色多式联运随机优化策略[J]. 交通运输系统工程与信息, 2018,18(4): 11-18.(LI Jun, YANG Bin, ZHU Xiaolin. A green intermodal transportation stochastic optimization strategy[J]. Journal of Transportation Systems Engineering and Information Technology,2018,18(4): 11-18.(in Chinese))
    鲍春玲, 张世斌. 考虑碳排放的冷链物流联合配送路径优化[J]. 工业工程与管理, 2018,23(5): 95-100.(BAO Chunling, ZHANG Shibin. Route optimization of cold chain logistics in joint distribution: with consideration of carbon emission[J]. Industrial Engineering and Management,2018,23(5): 95-100.(in Chinese))
    刘璘, 朱小林. 考虑总成本的冷藏集装箱海铁联运运输路径优化[J]. 华中师范大学学报(自然科学版), 2017,51(4): 504-509.(LIU Lin, ZHU Xiaolin. Optimizing the sea-railway combined transportation route of refrigerated containers based on total cost[J]. Jouranl of Central China Normal University(Natural Science),2017,51(4): 504-509.(in Chinese))
    ASSADIPOUR G, KE G Y, VERMA M. A toll-based bi-level programming approach to managing hazardous materials shipments over an intermodal transportation network[J]. Transportation Research Part D: Transport & Environment,2016,47(8): 208-221.
    刘帅, 唐伯明, 刘松. 基于随机时变路网的运输路径选择[J]. 重庆交通大学学报(自然科学版), 2017,36(12): 110-114.(LIU Shuai, TANG Boming, LIU Song. Transportation route selection in stochastic time-dependent network[J]. Journal of Chongqing Jiaotong University(Natural Science),2017,36(12): 110-114.(in Chinese))
    张利轩, 卿宏军, 胡德安. 基于光滑扩展有限元的平板裂纹参数不确定性反求[J]. 应用数学和力学, 2016,37(1): 60-72.(ZHANG Lixuan, QING Hongjun, HU Dean. Uncertain inversion of crack parameters for plates based on the SmXFEM[J]. Applied Mathematics and Mechanics,2016,37(1): 60-72.(in Chinese))
    姚其家, 戈新生. 基于微分几何的蛇板系统动力学建模与运动规划[J]. 应用数学和力学, 2018,39(1): 29-40.(YAO Qijia, GE Xinsheng. Dynamics modeling and motion planning for snakeboard systems based on differential geometry[J]. Applied Mathematics and Mechanics,2018,39(1): 29-40.(in Chinese))
    LIU S, PENG Y, SONG Q K, et al. The robust shortest path problem for multimodal transportation considering timetable with interval data[J]. Systems Science & Control Engineering,2018,6(2): 68-78.
    SOLOMON M M. Algorithms for the vehicle routing and scheduling problems with time window constraints[J]. Operations Research,1987,35(2): 254-265.
  • 加载中


    通讯作者: 陈斌,
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (1159) PDF downloads(420) Cited by()
    Proportional views


    DownLoad:  Full-Size Img  PowerPoint