青岛地铁6号车辆智慧监测和运维数据

该数据为青岛地铁运营在青岛地铁6号线运营过程中形成的“车辆智慧监测和运维数据”，由列车上安装的各类传感器与采集装置实时采集产生，涵盖车辆运行状态、系统部件性能、故障报警等关键数据内容。具体包括速度、温度、压力、电流、电压等运行参数，以及车辆牵引、制动、车门、走行部等系统的监测数据和故障记录信息。数据通过PIS通道传输至地面接收服务器，依据车地通信协议解析入库，形成key-value格式的数据，并根据现场需求生成里程、能耗等统计数据供业务人员分析查询。该数据依托车辆智慧运维系统进行集中管理和分析，具备设备状态监测、故障预警、健康评估、寿命统计等应用场景，可支撑列车智能检修、运行安全分析及维修流程优化，为青岛地铁6号线的安全高效运营提供智能化数据支撑。

This dataset is "Vehicle Intelligent Monitoring and Operation & Maintenance Data" generated during the operation of Qingdao Metro Line 6 by Qingdao Metro Operation. It is real-time collected by various sensors and acquisition devices installed on trains, covering key data such as vehicle operating status, system component performance and fault alarms. Specifically, it includes operating parameters like speed, temperature, pressure, current and voltage, as well as monitoring data and fault record information of systems including train traction, braking, doors and running gear. The data is transmitted to the ground receiving server via the PIS channel, parsed and stored in the database according to the train-ground communication protocol, forming key-value formatted data. Statistical data such as mileage and energy consumption are generated based on on-site requirements for business personnel to conduct analysis and queries. This data is centrally managed and analyzed via the Vehicle Intelligent Operation and Maintenance System, with application scenarios covering equipment condition monitoring, fault early warning, health assessment and life statistics. It can support intelligent train maintenance, operation safety analysis and maintenance process optimization, providing intelligent data support for the safe and efficient operation of Qingdao Metro Line 6.

搜集汇总

背景与挑战

背景概述

该数据集是青岛地铁6号线车辆在运营过程中产生的智慧监测和运维数据，通过车载传感器实时采集速度、温度、压力等运行参数以及系统故障信息，用于设备状态监测和故障预警。数据支撑列车智能检修与安全分析，已构建预警和寿命统计模型，能显著提升运维效率并推动从被动检修向预测维护的转变。