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张小强 教授

交通运输与物流学院

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博士生导师 硕士生导师

论文成果

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  1. Yuchao Zhan, Xiaoqiang Zhang*, Mao Ye, Demand-driven integrated optimization of train route, timetable and rolling stock scheduling in urban rail transit: A flexible composition strategy for in-service and additional trains, Transportation Research Part E: Logistics and Transportation Review, Volume 212, August 2026

  2. Rizwan Shoukat, Xiaoqiang Zhang*, Ayesha Saeed, Optimising intermodal and multimodal freight transport between the USA and Pakistan: a bi-objective MILP model for cost and energy trade-offs, International Journal of Business Performance and Supply Chain Modelling, Volume 16(3), September 2026

  3. Jian Hu, Shiyao Yang, Yun Yang, Xinhao Xu, Xiaoqiang Zhang*, Identifying truck activity from global positioning system data based on satellite imagery, Transportation Research Record, Volume 2679(3), March 2025

  4. Yun Yang, Xiaoqiang Zhang*, Xinhao Xu, Dongsheng Gao, Line planning and differential pricing for high-speed parallel trains, Research in Transportation Business & Management, Volume 59, March 2025

  5. Xinhao Xu, Precious Chippaten Simbeye, Yun Yang, Jian Hu, Xiaoqiang Zhang*, Identification of freight-related stop points based on truck trajectory data, Computers & Industrial Engineering, Volume 210, December 2025

  6. Pengfang Chen, Xiaoqiang Zhang, Dongsheng Gao, Preference heterogeneity analysis on train choice behaviour of high-speed railway passengers: A case study in China, Transportation Research Part A: Policy and Practice, Volume 188, October 2024

  7. Gao D, Zhang X*. Injury severity analysis of single-vehicle and two-vehicle crashes with electric scooters: a random parameters approach with heterogeneity in means and variances[J]. Accident Analysis & Prevention, 2024, 195: 107408.

  8. Shoukat R, Xiaoqiang Z*. The green and economical supply of coated board with intermodal distribution: an implementation of novel evolutionary algorithm[J]. Operational Research, 2024, 24(2): 19.

  9. 徐如君,张小强*.考虑时间价值的中欧班列多级定价与舱位控制[J/OL].交通运输工程与信息学报,1-20[2024-05-28].https://doi.org/10.19961/j.cnki.1672-4747.2023.11.012.

  10. 程晓莉,张小强*,陈鹏芳.面向批量订购的铁路集装箱班列动态舱位控制[J/OL].交通运输工程与信息学报,1-19[2024-05-28].https://doi.org/10.19961/j.cnki.1672-4747.2023.11.025.

  11. 李琳,张小强*.不确定需求下铁路集装箱班列开行方案与定价联合优化[J].铁道学报,2024,46(01):22-33.

  12. 徐新昊,张小强*,杨云,等.车货供需匹配模型与算法研究综述[J].交通运输工程与信息学报,2024,22(01):191-205.

  13. 姜浩晨,张小强*.基于深度学习的网络货运平台定价决策[J].交通运输工程与信息学报,2023,21(03):86-97.

  14. Yang Y, Zhang X*, Gao D, et al. Research on Choice Preference of Parallel Trains for High-Speed Rail Heterogeneous Passengers[J]. Transportation Research Record, 2023

  15. Rizwan Shoukat and Xiaoqiang Zhang*, Sustainable Logistics Network Optimization From Dry Ports to Seaport: A Case Study From Pakistan，Transportation Research Record，2022，8

  16. 杨云，张小强*，徐新昊，基于累积前景理论的城际列车分时定价研究，交通运输系统工程与信息，2022，vol22(04)，p23-29

  17. 杨云,  张小强*,乔晓青, 考虑旅客等待时间的城际列车开行方案优化，北京交通大学学报，2022，vol46，(04), p15-22

  18. Rizwan Shoukat and Xiaoqiang Zhang*, A bi-objective approach to minimise cost and CO2 emissions in intermodal freight transport for biomass energy, International Journal of Shipping and Transport Logistics, 2022 vol15 no3-4, pp 354-295.

  19. Xu Xinhao, Xiaoqiang Zhang*, Robust Traffic Flow Prediction Using Adaptive Volterra Filters, TRB 101TH ANNUAL CONFERENCE, 2022.1，D.C, USA

  20. 李琳，张小强*. 基于运输模式转移的货运碳减排研究综述, 北京交通大学学报, Vol.45 No.1, 2021.2

  21. 唐慧敏, 谭雪, 张小强*,梁越. 不确定需求下铁路集装箱动态定价研究. 交通运输工程与信息学报, Vol. 19 No. 13,  2021年9月

  22. Luyang Zhao, Lin Li, Xiaoqiang Zhang*, The greening of intercity travel: Environmental protection subsidy and HSR operation planning, Transportation Research Part D: Transport and Environment, Volume 88, 2021

  23. 谭雪，张小强*，基于强化学习的多时隙铁路空车实时调配研究, 交通运输工程与信息学报, Vol. 18   No. 4, 2020年12月 

  24. 谭雪，张小强*，基于GRU深度网络的铁路短期货运量预测，铁道学报，Vol.42，No.12，2020.12

  25. Lin Li, Xiaoqiang Zhang（通讯作者). Reducing CO2 emissions through pricing, planning, and subsidizing rail freight, Transportation Research Part D: Transport and Environment, Volume 87, 2020, online 10 August 2020 , doi.org/10.1016/j.trd.2020.102483（SCI）

  26. Luyang Zhao, Xiaoqiang Zhang（通讯作者）, Fan Zhao. Evaluating the impact of high-speed rail on county-level air quality in China, Transportation Research Part D: Transport and Environment, Volume 86, 2020, online 12 August 2020 , doi.org/10.1016/j.trd.2020.102485（SCI）

  27. Lin Li，Xiaoqiang Zhang（通讯作者)，Integrated optimization of railway freight operation planning and pricing based on carbon emission reduction policies，Journal of Cleaner Production, Volume 263, 1 August 2020，DOI:10.1016/j.jclepro.2020.121316（SCI）

  28. 程肇兰，张小强，基于LSTM网络的铁路货运量预测，铁道学报，2020， 

  29. Xiaoqiang Zhang, Lin Li, Jin Zhang, An Optimal Service Model for Rail Freight Transportation: Pricing, Planning, and Emission Reducing, Journal of Cleaner Production, Volume 218, no.1, May 2019, pp 565-574, DOI: 10.1016/j.jclepro.2019.01.285 （SCI）

  30. Xiaoqiang Zhang, Lin Li, Mahammad Afazl. An Optimal Operation Planning Model for High-Speed Rail Transportation, International Journal of Civil Engineering, Vol.17, no.9, 2019, pp 1397–1407, DOI: 10.1007/s40999-019-00420-7, (SCI), 

  31. Xiaoqiang Zhang, Lin Li. An Integrated Planning/Pricing Decision Model for Rail Container Transportation, online published, Volume 17, no. 10, 2019, pp 1537–1546, DOI: 10.1007/s40999-019-00420-7, (SCI)

  32. Zhang, Xiaoqiang, Li, Lin,  Le Vine, Scott,  Liu, Xiaobo，An integrated pricing/planning strategy to optimize passenger rail service with uncertain demand, Journal of Intelligent & Fuzzy Systems, vol. 36, no. 1, pp. 435-448, 2019，DOI: 10.3233/JIFS-181701（SCI）

  33. 张小强，李保轶，吴桐，陈娅娜，铁路集装箱班列开行方案与定价综合优化研究，铁道学报，VOL.40, no.11, pp:1-8

  34. 陈兵，张小强，公路竞争条件下铁路集装箱班列定价策略研究，铁道货运，2018, pp.38-44

  35. 张小强，张旭，考虑容量约束的铁路货运竞争性定价策略研究，交通运输系统工程与信息，2018,18(01),20-29

  36. 张小强，张琪，罗涛，张蓉蓉，基于批量订购的铁路集装箱货运多等级运价研究，交通运输系统工程与信息，2017,17(06) ,1-6

  37. Xiaoqiang Zhang, Lang Ma, Jin Zhang，Dynamic Pricing for Passenger Groups of High-Speed Rail Transportation，Journal of Rail Transport Planning & Management，2017，Vol 6(4), pp:346–356 (EI: 20170303261787)

  38. 张小强，刘丹，陈兵，张锦，竞争环境下铁路集装箱班列动态定价与开行决策研究，铁道学报，2017年39卷第2期，2017，02, pp. 17-23

  39. Xiaoqiang Zhang, Qi Zhang, Qiqi Li, Li Ming, Dynamic Pricing for Passenger Groups of High-Speed Rail Transportation，TRB 96TH ANNUAL CONFERENCE, 2017.1.7，D.C, USA

  40. Xiaoqiang Zhang, Xu Zhang, Youcun Wu, Jin Zhang, An Optimal Operation Planning Model for High-Speed Rail Transportation，TRB 96TH ANNUAL CONFERENCE, 2017.1.7，D.C, USA

  41. Xiaoqiang Zhang, Jingfan Li, Scott Levan, Xiaobo Liu, An Integrated Pricing/Planning Strategy to Optimize Passenger Rail Service，TRB 96TH ANNUAL CONFERENCE, 2017.1.7，D.C, USA

  42. 张小强, 李煜, 黄帅勋，张慧, 基于最大凹向包络的高速铁路客运动态定价策略, 交通运输系统工程与信息学报，2016， VOL.16, No.6，12 (EI: 20170103216301)

  43. 张小强，刘丹，王斌，多运输方式竞争下的铁路快捷货运定价方法，交通运输系统工程与信息学报，2016, Vol.16, No.5， 2016.10 (EI: 20164603015878)

  44. 张小强，庄乾秋，刘丹，陈宇，铁路集装箱班列动态舱位控制策略研究，铁道学报，2016年38卷第2期，2016.02 pp. 1-6 (EI: 20161502233034)

  45. 周焱，李鹏飞，朱绪菲，张小强，陈宇，竞争条件下高速铁路定价策略研究，交通运输工程与信息学报，2016,01

  46. Xiaoqiang Zhang, Lang Ma, Yu Chen，DYNAMIC CAPACITY ALLOCATION OF MULTI-LEG RAILWAY CONTAINER TRANSPORTATION BASED ON BID-PRICE， TRB 95TH ANNUAL CONFERENCE, 2016.1.8， D.C, USA

  47. 张小强，胡芳捷，基于随机Petri网的铁路货运流程优化研究，铁道学报,2015年37卷第10期，2015.10, pp.7-15. (EI: 20154501501969)

  48. Xiaoqiang Zhang, Ma lang, Dynamic Pricing of HSR Transportation for Passenger Groups, the 9th IACP Annual Conference, Chongqing, 2015,06

  49. Xiaoqiang Zhang, Jingfan, Li, A REVENUE MODEL FOR PASSENGER TRAIN OPERATION PLANNING APPLICATION TO INTERCITY HIGH-SPEED RAIL, the 9th IACP Annual Conference, Chongqing, 2015,06

  50. Xiaoqiang Zhang, Jingfan Li, AN OVERVIEW OF RAILWAY REVENUE MANAGEMENT IN CHINA, ICLEM2014, Shanghai, Oct. 2014

  51. Xiaoqiang Zhang, Tingting Chen, Fangjie Hu, RFID TAGS ESTIMATION THROUGH THE STATISTICS METHOD FOR ALOHA, International Journal of Computer and Electrical Engineering, VOL.6, No 3, June 2014. P259-262

  52. ZHUANG Qianqiu,Xiaoqiang Zhang, SLOT ALLOCATION ALGORITHM OF RAILWAY FREIGHT TRANSPORTATION BASED ON SALES MANAGEMENT, ICLEM2014, Shanghai, Oct. 2014

  53. ZHANG Xiaoqiang, LI Jingfan, ZHANG Taihang and CHEN Tingting, FINISHED VEHICLE LOGISTICS BASED ON RAILWAY FREIGHT TRANSPORTATION, ICTE2013, CHENGDU, 2013.10

  54. 张小强，胡芳捷，电子商务环境下整车货运业务流程研究,交通运输工程与信息学报，2013年第3期

  55. Zhao, Haiquan; Zeng, Xiangping; Zhang, Xiaoqiang; He, Zhengyou; Li, Tianrui; Jin, Weidong, Adaptive extended pipelined second-order volterra filter for nonlinear active noise controller, IEEE Transactions on Audio, Speech and Language Processing, v 20, n 4, p 1394-1399, 2012(SCI: 12555676)

  56. Zhang Xiaoqiang, Hu Fangjie, APPLICATIONS OF RFID IN LOGISTICS AND SUPPLY CHAINS: AN OVERVIEW, ICLEM2012，CHENGDU, CHINA， 2012.10

  57. Tian Gang, Xiaoqiang zhang, The Design of Electric Materials Management System Based on  QR-code , ICLEM2012，CHENGDU, CHINA， 2012.10

  58. Fangjie Hu, Xiaoqiang zhang, Research on Low Carbon Logistics System Based on Internet of Things ，ICLEM2012，CHENGDU, CHINA， 2012.10

  59. Zhao, Haiquan; Zeng, Xiangping; Zhang, Xiaoqiang; Zhang, Jiashu; Liu, Yangguang; Wei, Tiao; An adaptive decision feedback equalizer based on the combination of the FIR and FLNN, Digital Signal Processing: A Review Journal, v 21, n 6, p 679-689, December 2011(SCI: 12687300)

  60. ZHAO Ziming and ZHANG Xiaoqiang，A RFID-based Localization Algorithm for Shelves and Pallets In Warehouse，ICTE 2011 （EI: 20113914382619）

  61. 张小强，王兰，贺政纲，物流专业计算机网络课程教学改革研究，西南交通大学2012，本科教学改革论文集，2012.12

  62. Xiaoqiang zhang, Manos Tentzeris, Applications of Fast-Moving RFID Tags in High-speed Railway Systems, The International Journal of Engineering Business Management, 2011.1

  63. Xiaoqiang Zhang, Performance Analysis of ALOHA Algorithm in mass RFID tags scenario, ICLEM2010, 2010.9,（ EI：20105013490992）

  64. LAN WANG, XIAOQIANG ZHANG, Customer-driven Based Environmental Logistics, ICLEM2010, 2010.9 （EI：20105013490689）

  65. Xiaodong Tang，Xiaoqiang Zhang, An improved anti-collision algorithm for fast identification of RFID tags, ICLEM2010 2010.9

  66. Xiaoqiang zhang, Manos Tentzeris, Performance Analysis of “Fast-Moving” RFID Tags in State-of-the-Art High-speed Railway Systems, RFID-TA2010 2010.3 EI (EI:20103713227287)

  67. 张小强，RFID的自适应二进制搜索算法研究，2008海峡两岸全球供应链与物流论坛，2008.12，台北

  68. Xiaoqiang Zhang, Pengyan, “Design of the Integrated Security Defending System for Logistics Information System”, ICCLTP2008, October 2008, Chengdu（EI号：20093812323911） 

  69. Xiaoqiang Zhang, Yan Peng, “Anti-collision Performance analysis for passive RFID tag”, ICCLTP 2008, October 2008, Chengdu （EI号：20093812323910） 

  70. 张小强，高速移动环境下多目标RFID信息获取的关键技术，西南交通大学学术动态 2008.3 

  71. Xiaoqiang Zhang, Zhongliang Zhu，Pingzhi Fan. “Intrusion Detection Based on the Second-stochastic Model”,  Journal of Electronics，June 2007 

  72. 张小强，朱中梁，范平志，“基于T检测和SVM的入侵检测研究”，铁道学报, Vol.29, No.6, 2007,12

  73. 张小强，朱中梁，范平志，“基于序列互相关特性和SVM的入侵检测研究”，铁道学报, Vol.29, No.3, 2007,6 

  74. Xiaoqiang Zhang, Zhongliang Zhu，Pingzhi Fan. “Intrusion Detection Using Cross-Correlation of System Call Sequences”, ICTAI05, Hong Kong, November 2005(SCI, 9025859) 

  75. 张小强，朱中梁，范平志，“基于系统呼叫和网络数据包的两层入侵检测系统”，计算机工程,2005 (EI Index) 

  76. Xiaoqiang Zhang, Zhongliang Zhu “Combining HMM and Neural Network to recognize novel intrusion”,ICMLC2004,Shanghai,2004(EI Index) 

  77. Xiaoqiang Zhang, Pingzhi Fan, Zhongliang Zhu, “A New Anomaly Detection Method Based On Two-Hierarchy HMM”, PDCAT03,Chengdu,2003(EI Index)

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