摘要
针对目前轨道交通运营管理实践教学中缺乏实验设备,学生缺少直观认知的问题,设计了基于地铁AFC数据的城市轨道交通短时OD客流预测实验教学系统。系统分为数据准备、客流预测、结果评价三个模块,采用数据隔离方式解耦客流预测中的三个阶段,使用B/S架构实现了多用户同时访问和实验。该教学系统为轨道交通专业学生进行客流预测实践提供了平台,已在深圳技术大学城市交通与物流学院实践课程中投入使用。
In view of the lack of experimental equipment and students intuitive cognition in the current practical teaching of rail transit operation management,it is necessary to design an experimental teaching system for short-term OD passenger flow prediction of urban rail transit based on AFC data of metro.The system is divided into three modules:data preparation,passenger flow prediction and result evaluation.Data isolation is used to decouple the three stages of passenger flow prediction,and B/S architecture is used to realize multi-user access and experiment.The teaching system provides a platform for rail transit students to carry out passenger flow prediction practice,and has been put into use in the practical teaching of our college.
作者
杨群
罗钦
赖怡纯
郭政阳
赖志鹏
YANG Qun;LUO Qin;LAI Yichun;GUO Zhengyang;LAI Zhipeng(College of Urban Transportation and Logistics,Shenzhen Technology University,Shenzhen 518118,China)
出处
《实验室科学》
2023年第4期58-62,共5页
Laboratory Science
基金
深圳技术大学实验室与设备管理研究基金(项目编号:JS20200020)。
关键词
城市轨道交通
客流预测
实验教学
实验系统设计
urban rail transit
passenger flow prediction
experimental teaching
experimental system design
