列车运行实绩数据驱动的高速铁路晚点传播机理及恢复理论

71871188
2018
G0116.交通运输管理
文超
面上项目
研究员
西南交通大学
50万元
数据驱动模型;晚点传播;晚点恢复;高速列车;列车运行实绩
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 高速铁路列车运行冲突管理理论与方法 奖励 文超;彭其渊
2 高速列车晚点预测的机器学习模型 期刊论文 胡瑞;文超;张梦颖;徐传玲
3 高速铁路故障时空分布及持续时长分布特征研究 期刊论文 黄平;李忠灿;文超;彭其渊
4 武广高速铁路列车晚点恢复时间预测的随机森林模型 奖励 黄平;彭其渊;文超
5 高速铁路调度指挥实时风险分析预警及主动控制理论与关键技术 奖励 彭其渊;文超;鲁工圆;李宗平;殷勇;陶思宇;赵军;李力
6 Data-driven Train Dispatching Theories in a High-speed Rail System 专著 文超;黄平;李忠灿
7 高速铁路网络动车组运用优化分解算法 期刊论文 钟庆伟;张永祥;文超;彭其渊;王锰锰
8 Prediction of high-speed train delay propagation based on causal text information 期刊论文 Qianyi Liu;Shengjie Wang;Zhongcan Li;Li Li;Jun Zhang;Chao Wen
9 Statistical Analysis of Train Delay and Delay Propagation Patterns in a High-Speed Railway System 会议论文 Ping Huang;Chao Wen;Jie Li;Qiyuan Peng;Zhongcan Li;Zhuan Fu
10 一种基于深度学习的多属性数据建模方法 专利 文超;黄平;李忠灿;汤轶雄;蒋朝哲
11 A hybrid model to improve the train running time prediction ability during high-speed railway disruptions 期刊论文 Huang Ping;Wen Chao;Fu Liping;Peng Qiyuan;Li Zhongcan
12 高速铁路列车晚点时间预测的深度神经网络模型建模方法 专利 黄平;文超;李忠灿;汤轶雄;蒋朝哲
13 Statistical delay distribution analysis on high-speed railway trains 期刊论文 Yuxiang Yang;Ping Huang;Qiyuan Peng;Jie LI;Chao Wen
14 Cause-specific investigation of primary delays of Wuhan–Guangzhou HSR 期刊论文 Chao Wen;Zhongcan Li;Ping Huang;Javad Lessan;Liping Fu;Chaozhe Jiang
15 A Mixed Integer Linear Programming Model for Rolling Stock Deadhead Routing before the Operation Period in an Urban Rail Transit Line 期刊论文 Qingwei Zhong;Yongxiang Zhang;Dian Wang;Qinglun Zhong;Chao Wen;Qiyuan Peng
16 高速铁路列车调度策略关联规则分析 期刊论文 葛学锴;陈锐锐;黄平;文超;蒋朝哲
17 Train Dispatching Management With Data- Driven Approaches: A Comprehensive Review and Appraisal 期刊论文 Chao Wen;Ping Huang;Zhongcan Li;Javad Lessan;Liping Fu;Chaozhe Jiang;Xinyue Xu
18 Mining Association Rules of Train Dispatching Strategy in a High-speed Railway System 会议论文 Xuekai Ge;Ruirui Chen;Ping Huang;Chao Wen;Chaozhe Jiang;Shengjie Wang
19 广深高速铁路列车分类型晚点预测 期刊论文 胡瑞;徐传玲;冯永泰;文超;王全泉
20 Buffer time allocation according to train delay expectation at stations 期刊论文 Xiong Yang;Yafei Hou;Li Li
21 Integrated Optimization of a Metro Timetable Considering Energy Conservation and Cross-Mode Passenger Transfer 期刊论文 Wenxin Li;Chao Wen;Qiyuan Peng;Xi Jiang
22 高速铁路车站到发线运用冲突产生机理及其判定 期刊论文 杜雨琪;文超;杨盛蓝
23 高速铁路列车晚点时间实时预测的神经网络模型 期刊论文 黄平;文超;李忠灿;杨宇翔;彭其渊
24 Temporal and Spatial Distributions of Primary Delays in a High-Speed Rail System 会议论文 Chao Wen;Zhongcan Li;Javad Lessan;Hongguo Shi;Liping Fu;Matthew Iulian Muresan
25 Mining train delay propagation pattern from train operation records in a high-speed system 会议论文 Huang Ping;Chao Wen;Zhongcan Li
26 Joint optimization of delay-recovery and energy-saving in a metro system: A case study from China 期刊论文 Li Wenxin;Peng Qiyuan;Wen Chao;Wang Pengling;Lessan Javad;Xu Xinyue
27 Estimating the Total Delay Times Owing to Disruptions in High-Speed Rail Systems 会议论文 Ping Huang
28 Train operation conflict detection for high-speed railways: a naïve Bayes approach 期刊论文 Jie Li;Zhongcan Li;Chao Wen;Qiyuan Peng;Ping Huang
29 基于时空资源的铁路客运站到发线运用调整 期刊论文 彭其渊;张永祥;鲁工圆;李文新;石铁
30 数据驱动的列车晚点传播研究 期刊论文 文超;李忠灿;黄平;田锐;牟玮玮;李力
31 Comprehensive Optimization of a Metro Timetable Considering Passenger Waiting Time and Energy Efficiency 期刊论文 Wenxin Li;Qiyuan Peng;Chao Wen;Xinyue Xu
32 Prediction of train arrival delays considering route conflicts at multi-line stations 期刊论文 Zhongcan Li;Ping Huang;Chao Wen;Xi Jiang;Filipe Rodrigues
33 Railway Network Delay Evolution: A Heterogeneous Graph Neural Network Approach 期刊论文 ZhongCan Li;Ping Huang;Chao Wen;Filipe Rodrigues
34 Predicting the effectiveness of supplement time on delay recoveries: a support vector regression approach 期刊论文 Yuexin Wang;Chao Wen;Ping Huang
35 基于晚点恢复的高速铁路行车调度质量评价 期刊论文 李力;闫迪;田锐;王全泉
36 Visualizing Train Delays Using Tableau and the Framework of a Delay Impact Visualization System 期刊论文 Chao Wen;Xiong Yang
37 Passenger Flow Prediction of High Speed Railway Based on LSTM Deep Neural Network 会议论文 Jie Li;Ping Huang;Yuxiang Yang;Qiyuan Peng
38 A Study of the Performance and Utilization of High Speed Rail in China based on UIC 406 Compression Method 会议论文 Jie Li;Dian Wang;Qiyuan Peng;Yuxiang Yang
39 Joint Operating Revenue and Passenger Travel Cost Optimization in Urban Rail Transit 期刊论文 Wenxin Li;Qiyuan Peng;Qinlin Li;Chao Wen;Yongxiang Zhang;Javad Lessan
40 Integrated Optimization on Energy Saving and Quality of Service of Urban Rail Transit System 期刊论文 Wenxin Li;Qiyuan Peng;Chao Wen;Shengdong Li;Xu Yan;Xinyue Xu
41 Delay recovery model for high-speed trains with compressed train dwell time and running time 期刊论文 Yafei Hou;Chao Wen;Ping Huang;Liping Fu;Chaozhe Jiang
42 A Hybrid Data-mining Framework for Train Rescheduling Strategy Pattern Discovery 期刊论文 Ruirui Chen;Xuekai Ge;Ping Huang;Chao Wen
43 高铁故障晚点时间预测的支持向量回归模型 期刊论文 汤轶雄;徐传玲;文超;李忠灿;宋邵杰
44 高速铁路调度指挥实时风险分析预警及主动控制理论与关键技术 奖励 彭其渊;庄河;郭吉安;文超;鲁工圆;李军;钱力;彭强;王斌;田锐;易志勇;李宗平;陈健;吴文胜;陈小平;殷勇;魏成功;刘绍祥;陶思宇;赵军;陈厉泉;张廉;雷宁昊;王维;李力
45 A Bayesian network model to predict the effects of interruptions on train operations 奖励 黄平;Javad Lessan;文超;彭其渊;傅立平;李力;许心越
46 高速铁路列车连带晚点产生机理及其判定 期刊论文 徐传玲;文超;胡瑞;冯永泰
47 基于旅客出行时段特征的高速铁路列车始发时间研究 期刊论文 李洁;彭其渊;杨宇翔
48 高速铁路初始晚点致因-影响列车数分布模型 期刊论文 文超;李忠灿;黄平;汤轶雄;蒋朝哲;高磊
49 高速列车晚点传播的SIS传染病模型 期刊论文 侯亚飞;蒋朝哲;李力;黄平
50 Statistical modeling of the distribution characteristics of high-speed railway disruptions 会议论文 Ping Huang
51 Modelling the Influences of Primary Delays Based on Highspeed Train Operation Records 会议论文 ZhongCan Li;Ping Huang;Chao Wen;YIXIONG TANG
52 神池南站线束作业改进方法研究 期刊论文 彭其渊;闫迪;文超
53 A predictive model of train delays on a railway line 期刊论文 Wen Chao;Mou Weiwei;Huang Ping;Li Zhongcan
54 中欧班列境外端运营组织关键技术及应用 奖励 彭其渊;陈泽军;汤银英;李俊峰;陈思;张朗朗;文超;谢静;鲁工圆;刘勇
55 Modeling the Influence of Disturbances in High-Speed Railway Systems 期刊论文 Ping Huang;Chao Wen;Qiyuan Peng;Chaozhe Jiang;Yuxiang Yang;Zhuan Fu
56 Modeling train timetables as images: A cost-sensitive deep learning framework for delay propagation pattern recognition 期刊论文 Huang Ping;Li Zhongcan;Wen Chao;Lessan Javad;Corman Francesco;Fu Liping
57 Forecasting primary delay recovery of high-speed railway using multiple linear regression, supporting vector machine, artificial neural network, and random forest regression 期刊论文 Jiang Chaozhe;Huang Ping;Lessan Javad;Fu Liping;Wen Chao
58 Metro train delay-recovery strategy considering passenger waiting time and energy consumption: a real-world case study 期刊论文 Wenxin Li;Qingwei Zhong;Qiyuan Peng;Jing Liu;Chao Ma
59 Predictive models for influence of primary delays using high-speed train operation records 期刊论文 ZhongCan Li;Ping Huang;Chao Wen;Yixiong Tang;Xi Jiang
60 Rolling stock scheduling with maintenance requirements at the Chinese High-Speed Railway 期刊论文 Qingwei Zhong;Richard M. Lusby;Jesper Larsen;Yongxiang Zhang;Qiyuan Peng
61 机器学习在铁路列车调度调整中的应用综述 期刊论文 文超;李津;李忠灿;智利军;田锐;郭邵杰
62 Modeling train operation as sequences: A study of delay prediction with operation and weather data 期刊论文 Ping Huang;Chao Wen;Liping Fu;Javad Lessan;Chaozhe Jiang;Qiyuan Peng;Xinyue Xu
63 基于心电的铁路列车驾驶压力检测研究 期刊论文 刘坤;焦钰博;张晓明;陈晓宇;蒋朝哲
64 A Bayesian network model to predict the effects of interruptions on train operations 期刊论文 Huang Ping;Lessan Javad;Wen Chao;Peng Qiyuan;Fu Liping;Li Li;Xu Xinyue
65 基于梯度提升回归树的武广高铁区间晚点恢复策略研究 期刊论文 李津;文超;杜雨琪;徐传玲
66 基于SARIMA模型的广珠城际铁路客流量预测 期刊论文 李洁;彭其渊;杨宇翔
67 列车运行实绩数据驱动的运行图冗余时间布局获取方法 专利 黄平;文超;李忠灿;汤轶雄;蒋朝哲
68 一种高速列车初始晚点影响预测模型的建立方法 专利 李忠灿;文超;黄平;汤轶雄;蒋朝哲
69 基于LSTM深度神经网络的高速铁路短期客流预测研究 期刊论文 李洁;彭其渊;文超
70 Near-term train delay prediction in the Dutch railways network 期刊论文 ZhongCan Li;Chao Wen;Rui Hu;Chuanlin Xu;Ping Huang;Xi Jiang
71 Deep learning-based fault diagnostic network of high-speed train secondary suspension systems for immunity to track irregularities and wheel wear 期刊论文 Yunguang Ye;Ping Huang;Yongxiang Zhang
72 Predictive Model of Train Delays in a Railway System 会议论文 Weiwei Mou;Zhaolan Cheng;Chao Wen
73 高速铁路智能调度辅助决策系统功能分析 期刊论文 文超;冯永泰;胡瑞;杨雄;田锐
74 基于马尔科夫链的高铁列车连带晚点横向传播 期刊论文 刘睿;徐传玲;文超
75 高速铁路故障分类及其影响列车数模型 期刊论文 黄平;彭其渊;文超;李忠灿
76 数据驱动的高速列车晚点传播与恢复(2020年国家科学技术学术著作出版基金项目) 专著 文超;黄平;李忠灿
77 A data-driven time supplements allocation model for train operations on high-speed railways 期刊论文 Ping Huang;Chao Wen;Qiyuan Peng;Javad Lessan;Liping Fu;Chaozhe Jiang
78 MBSNet: A deep learning model for multibody dynamics simulation and its application to a vehicle-track system 期刊论文 Ye Yunguang;Ping Huang;Sun Yu;Shi Dachuan
79 高速列车运行调整策略的晚点恢复聚类 期刊论文 侯亚飞;王斌;黄平;文超;蒋朝哲;罗洁
80 A deep learning approach for multi-attribute data: a study of train delay prediction in railway systems 期刊论文 Huang Ping;Wen Chao;Fu Liping;Peng Qiyuan;Tang Yixiong
81 基于Tableau的高速列车晚点综合可视化 期刊论文 文超;杨雄;田锐;李力
82 铁路列车运行冲突检测与消解理论研究综述 期刊论文 文超;杨雄;黄平;李忠灿;唐优华
83 铁路车站调车作业影响因素分析 期刊论文 杨雄;王梦君;文超;李静;陈彪
84 Data-driven decision support for rail traffic control: A predictive approach 期刊论文 Jie Luo;Qiyuan Peng;Chao Wen;Wen Wen;Ping Huang
85 行车间隔对高速铁路运行图可靠性影响仿真研究 期刊论文 石晶;彭其渊;侯亚飞;杨雄
86 Fitting Knock-on Delay Duration Distributions using High-Speed Train Operation Records 期刊论文 Chao Wen;Chuanling Xu;Xi Jiang
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