The invention provides an accurate parking control method for a train on a newly opened line. The accurate parking control method is characterized by comprising a data collection module, a model training module, a generator fine tuning module and a train parking control module, the accurate parking control method for the A-type train on the newly opened line comprises the steps that four parking control sequence generators are obtained through training aiming at four passenger carrying types, and the train selects the corresponding parking control sequence generator to control the train to stop according to the current passenger flow volume type. For a single passenger carrying type, parking data is collected from k mature lines and put into k discriminators of a GAN model to serve as real samples, the k discriminators form an integrated discriminator to perform confrontation training with the generator, and model parameter fine adjustment is performed on the trained generator by using a small amount of parking data of a newly opened line to obtain a parking control sequence generator. By adopting the method provided by the invention, the parking precision of the train on the newly opened line can be effectively improved.

    本发明提供了一种新开通线路列车的精确停车控制方法,其特征在于:包括数据收集模块、模型训练模块、生成器微调模块和列车停车控制模块;新开通线路上A类列车的精确停车控制方法包括:针对4种载客类型训练得到4个停车控制序列生成器,列车根据当前的客流量类型选择对应的停车控制序列生成器控制列车停车。对于单个载客类型,从k条成熟线路上采集停车数据放入GAN模型的k个判别器中作为真实样本,k个判别器组成一个集成判别器与生成器对抗训练,将训练得到的生成器用新开通线路少量的停车数据进行模型参数微调得到停车控制序列生成器。采用本发明所述的方法,能有效提高新开通线路列车的停车精度。


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    Titel :

    Accurate parking control method for newly opened line train


    Weitere Titelangaben:

    一种新开通线路列车的精确停车控制方法


    Beteiligte:
    XU KAI (Autor:in) / ZHANG HAOTONG (Autor:in) / WU SHIXUN (Autor:in) / HUANG DEQING (Autor:in) / HE DEQIANG (Autor:in) / LAN ZHANGLI (Autor:in) / YANG JIANXI (Autor:in) / WANG YIYU (Autor:in)

    Erscheinungsdatum :

    2023-08-11


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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