[1]邓永蕤,徐菱,吴茂婷,等.基于无人机与卡车联合运输下的冷链物流网络优化[J].江苏农业科学,2019,47(13):268-272.
　Deng Yongrui,et al.Optimization of cold chain logistics network based on combined transportation of UAV and truck[J].Jiangsu Agricultural Sciences,2019,47(13):268-272.
点击复制

基于无人机与卡车联合运输下的冷链物流网络优化()

《江苏农业科学》[ISSN:1002-1302/CN:32-1214/S]

卷:
第47卷
期数:
2019年第13期
页码:
268-272
栏目:
农业工程与信息技术
出版日期:
2019-07-31

文章信息/Info

Title:
Optimization of cold chain logistics network based on combined transportation of UAV and truck
作者:
邓永蕤;  徐菱;  吴茂婷;  贺晓敏
西南交通大学交通运输与物流学院，四川成都 611756
Author(s):
Deng Yongrui; et al
关键词:
冷链物流; 无人机与卡车联合运输; 预冷站; 改进遗传算法
Keywords:
-
分类号:
F252.1
DOI:
-
文献标志码:
A
摘要:
研究无人机和卡车联合运输下的冷链物流网络优化问题。针对山区传统冷链物流网络运输方式单一、运输效率较低以及物流网络健壮性差等问题，构建了基于自然灾害情境下无人机和卡车联合运输的冷链物流前端网络。同时考虑运输方式约束、运输能力约束、产地产量约束并在提高网络健壮性的前提下，以总成本最低为目标建立非线性混合整数规划模型，采用进化逆转操作的改进遗传算法对模型进行求解，并通过算例验证模型及算法的有效性。结果表明，基于无人机与卡车运输的联合配送模式可优化冷链物流网络，降低配送成本，对山区生鲜物流具有较好应用前景。
Abstract:
-

参考文献/References:

［1］广东省商务厅. 广东省冷链物流发展“十三五”规划［EB/OL］. (2017-06-26)［2018-12-1］. http：//www.mzboftec.gov.cn/news/zcfg/201773/177315435428.html.
［2］Kuo J C，Chen M C.Developing an advanced multi-temperature joint distribution system for the food cold chain［J］. Food Control，2010，21(4)：559-566.
［3］Abad P L，Aggarwal V.Incorporating transport cost in the lot size and pricing decisions with downward sloping demand［J］. International Journal of Production Economics，2005，95(3)：297-305.
［4］Bogataj M，Bogataj L，Vodopivec R.Stability of perishable goods in cold logistic chains［J］. International Journal of Production Economics，2005，93/94(8)：345-356.
［5］Montanari R.Cold chain tracking：a managerial perspective［J］. Trends in Food Science ＆ Technology，2008，19(8)：425-431.
［6］Zhang G M，Habenicht W，Spie W E L.Improving the structure of deep frozen and chilled food chain with tabu search procedure［J］. Journal of Food Engineering，2003，60(1)：67-79.
［7］龚树生，梁怀兰. 生鲜食品的冷链物流网络研究［J］. 中国流通经济，2006，20(2)：7-9.
［8］刘云. 基于双层规划模型的水产品冷链物流网络优化研究［D］. 北京：北京交通大学，2014：2-10.
［9］张文峰，梁凯豪. 生鲜农产品冷链物流网络节点和配送的优化［J］. 系统工程，2017，35(1)：119-123.
［10］Carlsson J G，Song S.Coordinated logistics with a truck and a drone［J］. Management Science，2018，64(9)：4052-4069.
［11］Murray C C，Chu A G.The flying sidekick traveling salesman problem：optimization of drone-assisted parcel delivery［J］. Transportation Research Part C：Emerging Technologies，2015，54：86-109.
［12］Agatz N，Bouman P，Schmidt M.Optimization approaches for the traveling salesman problem with drone［J］. Transportation Science，2018，52(4)：965-981.
［13］Ponza A.Optimization of drone-assisted parcel delivery［D］. Padova：University of Padova，2016：2-10.
［14］Bouman P，Agatz N，Schmidt M.Dynamic programming approaches for the traveling salesman problem with drone［J］. Networks，2018，72(4)：528-542.
［15］Wang X Y，Poikonen S，Golden，B.The vehicle routing problem with drones：several worst-case results［J］. Optimization Letters，2016，11(4)：679-697.
［16］Poikonen S，Wang X Y，Golden B.The vehicle routing problem with drones：extended models and connections［J］. Network，2017，70(1)：34-43.
［17］朱玲. 能载货1吨重京东推100 km/h货运无人机［EB/OL］. (2017-06-12)［2018-12-1］. http：//drone.zol.com.cn/642/6428038.html.

相似文献/References:

[1]杜英娜,路剑,王斌.河北省“农超对接”发展对策研究[J].江苏农业科学,2013,41(06):411.
　Du Yingna,et al.Study on development countermeasures of agriculture and supermarkets docking in Hebei Province[J].Jiangsu Agricultural Sciences,2013,41(13):411.
[2]王永静,李善宏.新疆地区农产品产后高损耗的原因及对策[J].江苏农业科学,2014,42(10):427.
　Wang Yongjing,et al.Causes and countermeasures for postpartum agricultural high loss in Xinjiang area[J].Jiangsu Agricultural Sciences,2014,42(13):427.
[3]朱金凤,苌道方,林丹萍.基于成本约束的冷链物流配送网络规划[J].江苏农业科学,2015,43(11):572.
　Zhu Jinfeng,et al.Cold chain logistics distribution network planning based on cost constraints[J].Jiangsu Agricultural Sciences,2015,43(13):572.
[4]冯贺平,吴梅梅,杨敬娜.基于ZigBee技术的果蔬冷链物流实时监测系统[J].江苏农业科学,2017,45(06):219.
　Feng Heping,et al.Real time monitoring system for fruit and vegetable cold-chain logistics based on ZigBee[J].Jiangsu Agricultural Sciences,2017,45(13):219.
[5]孙明明,张辰彦,林国龙,等.生鲜农产品冷链物流配送问题及其路径优化[J].江苏农业科学,2017,45(11):282.
　Sun Mingming,et al.Problems and routing optimization of cold chain logistics distribution of fresh agricultural products[J].Jiangsu Agricultural Sciences,2017,45(13):282.
[6]蔡浩原,潘郁.基于人工蜂群算法的鲜活农产品冷链物流配送路径优化[J].江苏农业科学,2017,45(15):318.
　Cai Haoyuan,et al.Optimization of cold chain logistics distribution path of fresh agricultural products based on artificial bee colony algorithm[J].Jiangsu Agricultural Sciences,2017,45(13):318.
[7]刘丹丹,李志刚.基于WSID和WebGIS的农产品冷链监控追踪系统[J].江苏农业科学,2017,45(17):200.
　Liu Dandan,et al.Monitoring and tracking system for cold chain of agricultural products based on WSID and WebGIS[J].Jiangsu Agricultural Sciences,2017,45(13):200.
[8]原静.正向权重组合预测机制下的农产品冷链物流需求量预测[J].江苏农业科学,2017,45(19):341.
　Yuan Jing.Prediction of demand for cold chain logistics of agricultural products under positive weight combination forecasting mechanism[J].Jiangsu Agricultural Sciences,2017,45(13):341.
[9]姚军,耿新丽,郑贺云,等.新疆哈密瓜冷链物流体系温湿度监控及保鲜调控[J].江苏农业科学,2018,46(15):158.
　Yao Jun,et al.Temperature and humidity monitoring and preservation regulation of cold-chain logistics system for Hami melon in Xinjiang area[J].Jiangsu Agricultural Sciences,2018,46(13):158.
[10]夏文汇,张霞,夏乾尹.城市生鲜农产品电商冷链物流配送模式及协同机制[J].江苏农业科学,2019,47(04):321.
　Xia Wenhui,et al.Cold chain logistics distribution mode and synergistic mechanism of urban fresh agricultural products electronic commerce[J].Jiangsu Agricultural Sciences,2019,47(13):321.

备注/Memo

备注/Memo:
收稿日期：2018-12-10
基金项目：四川省软科学研究项目(编号：2019JDR0186)。
作者简介：邓永蕤(1995—)，男，四川眉山人，硕士，主要从事冷链物流和物流无人机研究。E-mail：249546618@qq.com。
通信作者：徐菱，博士，教授，博士生导师，主要从事物流工程和交通工程研究。E-mail：xl_xnjd@163.com。
更新日期/Last Update: 2019-07-05