多源数据分层处理特征及离线服务数据库
收藏资源简介：
数据来源包括车端、桩端、电端数据，具体为：车端服务平台系统（新能源汽车国家监测与管理平台）的新能源汽车企业运行数据库，主要为基于车辆运行片段数据进行预处理后的特征数据库；桩端服务平台系统（国家充电设施监测服务平台）的充电桩企业运行数据库，主要为充电订单及充电过程数据进行预处理后的特征数据库；电端服务平台系统（国网江苏电力台区运营平台）的电网运行数据库，主要为台区功率及负荷数据进行预处理后的特征数据库；多层级数据库包含DWD、DWS、ADS三层级数据，DWD层数据包含车辆运行片段数据、充电订单数据、充电过程数据，此层级数据可为高性能多方计算框架（可提供框架图）和构建信息安全防护体系（可提供测试报告）的研究提供细颗粒度的海量数据，DWS层数据包含车辆运行特征天表数据和月表数据、台区功率及负荷数据，ADS层级包含充电安全评估数据集和充换电基础设施网络规划结果数据集等，数据集包括了苏州市2024年9月1日到2024年9月30日车辆数据。
The data sources include vehicle-side, charging pile-side and power-side data, which are specified as follows: 1. Vehicle-side service platform system: the new energy vehicle enterprise operation database of the New Energy Vehicle National Monitoring and Management Platform, which is a feature database preprocessed based on vehicle operation segment data; 2. Charging pile-side service platform system: the charging pile enterprise operation database of the National Charging Facility Monitoring and Service Platform, which is a feature database preprocessed from charging order data and charging process data; 3. Power-side service platform system: the power grid operation database of the State Grid Jiangsu Electric Power Distribution Area Operation Platform, which is a feature database preprocessed based on distribution area power and load data. This three-tier database includes DWD, DWS and ADS layers: the DWD layer contains vehicle operation segment data, charging order data and charging process data, and can provide fine-grained massive data for the research of high-performance multi-party computing framework (framework diagram available) and information security protection system (test report available); the DWS layer contains daily and monthly vehicle operation feature data as well as distribution area power and load data; the ADS layer includes charging safety assessment dataset and planning result dataset of charging and swapping infrastructure network, etc. The dataset covers vehicle data from September 1 to September 30, 2024 in Suzhou.
