以 IC 卡刷卡数据为客流基础，探讨了基于 IC 卡数据的地铁列车开行方案精细化编制方法． 在分析传统地铁 OD 客流统计方法存在的问题基础上，提出了一种新的地铁列车开行方案编制方法，充分讨论乘客乘坐地铁的过程，利用数据挖掘技术对 IC 卡刷卡的原始数据进行补全、拆分，从而实现了地铁列车开行方案的精细化编制． 针对地铁 IC 卡刷卡数据的应用结果表明，文中提出的列车开行方案编制方法便于操作，和传统的地铁 OD客流统计方法相比更能适应实际客流的需要．

Based on the passenger flow from IC card data，this paper discusses the way of compiling the running
plan of subways based on IC card data． Then，by analyzing the problems of the traditional OD on the passenger flow of subways，a new method to compile the running plan of subways is proposed． In this new method，the process of the passengers riding the subways is taken full consideration and the data mining technology is used to complete and split the primary data of IC cards，and thus an elaborate compilation of running plan of subways is achieved． Finally，the proposed new method is used to handle the IC card data of subways． It is found that the proposed method is convenient to operate，and in comparison with the traditional methods，it is more adaptive for the needs of describing the actual passenger flow．