captures_IoT_Sentinel数据集

本数据集为中国电科院及其研究团队在虚拟电厂聚合通信模组在实际业务场景部署应用过程中，监测终端实际通讯情况，实现了虚拟电厂通信网络状态的实时采集与可视化呈现。相关数据通过在网关上部署的Tcpdump软件捕获IoT设备入网配置阶段的流量数据，在经过MAC地址过滤后以pcap格式存储。 数据内容主要为商业楼宇虚拟电厂的实际测量数据，数据集产生时间为2024年8月1日到2025年9月9日，数据包含子系统与模组、IoT设备间的时延数据、模组上报的流量与状态数据。 数据集规模为58.6MB.This dataset was developed by the China Electric Power Research Institute (CEPRI) and its research team during the deployment and application of virtual power plant (VPP) aggregated communication modules in actual business scenarios. It monitors the actual communication status of terminals, enabling real-time collection and visual presentation of the communication network state of virtual power plants. The relevant data is captured by the Tcpdump software deployed on the gateway during the network access configuration phase of IoT devices, and stored in pcap format after MAC address filtering. The data content mainly consists of actual measured data from commercial building virtual power plants. The dataset was generated from August 1, 2024 to September 9, 2025, and includes latency data between subsystems, communication modules and IoT devices, as well as traffic and status data reported by the modules. The total size of this dataset is 58.6 MB.

搜集汇总

背景与挑战

背景概述

该数据集由中国电力科学研究院有限公司创建，基于虚拟电厂聚合通信模组在实际业务场景中的部署，通过捕获IoT设备入网配置阶段的流量数据，监测通信状态并实现网络可视化。数据涵盖子系统与模组、IoT设备间的时延、流量与状态信息，时间范围为2024年8月到2025年9月，总规模约为58.6MB，以pcap和docx格式存储。