xpertsystems/enr005-sample

ENR005合成智能电网数据集（样本预览）是一个涵盖配电边缘数据栈的六表数据集，包括智能电表（AMI）遥测、分布式能源（DER）资产注册和时间序列（太阳能光伏、电池储能系统、电动汽车充电器、微型风电、燃料电池、热电联产）、兼容OpenADR的需求响应事件日志、馈线级双向功率流以及电网边缘设备分析（智能逆变器、电压-无功调节、保护继电器、微电网孤岛检测、电能质量扰动）。该数据集基于IEEE 2030.5、IEEE 1547、IEEE 519、ANSI C84.1、ANSI C12.19、OpenADR 2.0b、IEC 61968 CIM和EPRI需求响应基准进行校准。样本预览包含30个电表、5个馈线、25个DER资产、2天数据、15分钟间隔（约14K条记录，7张表，~2.6 MB）。完整产品覆盖5000个电表、20个馈线、1500个DER资产、全年周期（约14亿条记录），并包含N-1电网压力场景、晚间电动汽车充电高峰、高太阳能反向功率流事件和微电网孤岛场景。ENR005 Synthetic Smart Grid Dataset (Sample Preview) is a six-table dataset covering the distribution edge data stack, including advanced metering infrastructure (AMI) telemetry, distributed energy resource (DER) asset registrations and time series data (solar photovoltaic, battery energy storage systems, electric vehicle chargers, micro wind turbines, fuel cells, combined heat and power units), OpenADR-compliant demand response event logs, feeder-level bidirectional power flow data, and grid edge device analytics (smart inverters, voltage-reactive power regulation, protective relays, microgrid islanding detection, power quality disturbances). This dataset is calibrated against IEEE 2030.5, IEEE 1547, IEEE 519, ANSI C84.1, ANSI C12.19, OpenADR 2.0b, IEC 61968 CIM, and EPRI demand response benchmarks. The sample preview includes data from 30 meters, 5 feeders, 25 DER assets, spanning 2 days at 15-minute intervals, with approximately 14,000 records across 7 tables totaling ~2.6 MB. The full product covers 5,000 meters, 20 feeders, 1,500 DER assets, with a full-year dataset containing approximately 1.4 billion records, and includes N-1 grid stress scenarios, evening electric vehicle charging peak events, high solar reverse power flow events, and microgrid islanding scenarios.