站网互动聚合响应服务示范数据集

本数据集基于启源芯动力在冀北地区开展的站网互动示范试验和在南方地区参与需求响应市场的实际运行数据汇集形成，涵盖2025年10月的聚合调峰试验数据（5分钟分辨率、覆盖唐山—承德—秦皇岛63座换电站，装机规模123 MW/120 MWh）及广西区域某换电站2024-2025年需求响应业务数据（平台直导、包含响应容量、基线负荷、实际测量负荷等字段）。数据采集依托站控系统、车辆与电池终端以及物联网平台统一接入，功率数据由充电机实际输出功率汇总计算得到。所有数据在接入调度中心前均完成一致性校核，并基于ISO20000/27001与等保三级体系确保数据链路安全、稳定与可溯源。该数据集具有时间连续性好、来源标准化、空间覆盖广的特点，可支撑调峰性能分析、需求响应行为建模、虚拟电厂控制策略研究及新型电力系统灵活性提升等领域的研究工作。数据量9.3MB

This dataset is compiled from actual operational data collected during station-grid interaction demonstration tests conducted by Qiyuan Core Power in Northern Hebei Province and demand response market participation activities in Southern China. It includes aggregate peak regulation test data from October 2025: with 5-minute temporal resolution, covering 63 battery swap stations across Tangshan, Chengde and Qinhuangdao, with an installed capacity of 123 MW/120 MWh. It also contains 2024-2025 demand response service data from a battery swap station in Guangxi region, which is directly sourced from the platform and includes fields such as response capacity, baseline load and actual measured load. Data collection is uniformly accessed via station control systems, vehicle and battery terminals, and the Internet of Things (IoT) platform. Power data is derived by aggregating the actual output power of all chargers. All data undergoes consistency verification prior to being connected to the dispatching center, and the security, stability and traceability of the data transmission link are guaranteed in compliance with ISO 20000/27001 and China's Class 3 Cybersecurity Protection System. This dataset features excellent temporal continuity, standardized data sources and wide spatial coverage, and can support research in multiple fields including peak regulation performance analysis, demand response behavior modeling, virtual power plant control strategy research and flexibility improvement of new-type power systems. The total data volume is 9.3 MB.

搜集汇总

背景与挑战

背景概述

该数据集汇集了电动重卡换电站的站网互动示范试验和需求响应市场实际运行数据，包括2025年10月冀北地区63座换电站的聚合调峰数据（5分钟分辨率）和2024-2025年广西区域换电站的需求响应业务数据。数据集具有时间连续性好、来源标准化、空间覆盖广的特点，适用于调峰性能分析、需求响应行为建模及虚拟电厂控制策略等新型电力系统研究。