The invention provides an intelligent train operation control method and system based on artificial intelligence, and relates to the technical field of artificial intelligence. Train state sensing data are partitioned, and graph coding vector data of a plurality of train state sensing paths are generated; key features are effectively extracted from complex train state sensing data through the feature focusing process, accurate target state sensing features are generated, and the recognition precision of the train running state is further improved. Moreover, the method achieves the dynamic and real-time optimization of the operation state of the train through the determination of the to-be-optimized state cooperation chain, and guarantees the stability and safety of the operation of the train. And finally, intelligent control is performed on the target train based on the to-be-optimized state coordination chain, so that the train operation efficiency is improved, and the risk caused by manual operation is reduced.
本发明提供一种基于人工智能的列车运行智能控制方法及系统,涉及人工智能技术领域,通过对列车状态感知数据进行分块并生成多个列车状态感知路径的图编码矢量数据,其次,通过特征聚焦过程有效地从复杂的列车状态感知数据中提取出关键特征,生成了准确的目标状态感知特征,进一步提高了对列车运行状态的识别精度。再者,本发明通过对待优化状态协同链的确定,实现了对列车运行状态的动态、实时优化,确保了列车运行的稳定性和安全性。最终,基于待优化状态协同链对目标列车进行智能控制,不仅提高了列车运行的效率,还降低了人为操作带来的风险。
Intelligent train operation control method and system based on artificial intelligence
基于人工智能的列车运行智能控制方法及系统
15.04.2025
Patent
Elektronische Ressource
Chinesisch
IPC: | B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC |
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