Research data underlying the PhD thesis "Distributed and Learning-based Model Predictive Control for Urban Rail Transit Networks"

This data is related to the PhD thesis titled 'Distributed and Learning-based Model Predictive Control for Urban Rail Transit Networks.' The thesis is a collection of five papers, each corresponding to one chapter, i.e., chapters 2 to 6. The relevant data are packed according to different chapters. In Chapters 2, 3, and 4, the passenger origin-destination data and the line information data are used, which is generated based on the entering and existing data of stations. Chapter 5 uses sectional passenger passenger flow data between two consecutive stations of the provided lines and the line information data. In Chapter 6, the line information data and train operation data are used for the train speed control problem.本数据集关联于题为《面向城市轨道交通网络的分布式学习型模型预测控制》的博士学位论文。该论文由五篇学术论文集结而成，每篇分别对应第2至第6章中的一章。相关数据集按章节进行分类打包。其中，第2、3、4章采用基于车站进站客流与既有运营数据生成的乘客起讫点（Origin-Destination, OD）数据及线路信息数据；第5章使用所涉线路相邻车站间的区段客流数据与线路信息数据；第6章则将线路信息数据与列车运行数据应用于列车速度控制相关研究问题。