唐山热力智控全景数据集

唐山热力智控全景数据集是唐山市热力集团有限公司衍生创造的数据集，热力集团通过物联网传感器、智能表具实时采集热力集团内部的热源厂、一次管网、二次管网、换热站、室温设备号的热源、温度、流量、能耗运行、控制柜编号、热量表编号和采集时间，以及换热站的设备状态信息等数据，并将数据储存智慧供热综合管理平台上完成数据加工处理、解析、清洗后形成本数据集。 唐山热力全景数据集可应用于企业供热系统动态平衡、供热设备健康管理、供热能耗精准预测与优化等应用场景。Tangshan Intelligent Thermal Control Panoramic Dataset is a dataset derived and created by Tangshan Heating Group Co., Ltd. The group collects real-time data via IoT sensors and smart meters, covering heat source parameters, temperature, flow rate, energy consumption operation data, control cabinet serial numbers, heat meter serial numbers and collection timestamps of heat source plants, primary heating pipeline networks, secondary heating pipeline networks, heat exchange stations and room temperature device numbers within the group, as well as equipment status information of heat exchange stations and other relevant data. The collected data is stored on the Intelligent Heating Comprehensive Management Platform, and this dataset is finalized after data processing, analysis and cleaning. The Tangshan Heating Panoramic Dataset can be applied to scenarios such as dynamic balance of enterprise heating supply systems, health management of heating supply equipment, accurate prediction and optimization of heating energy consumption, and other application scenarios.

搜集汇总

背景与挑战

背景概述

该数据集由唐山市热力集团通过物联网设备采集供热系统全链条运行数据，经智慧平台处理后形成，主要用于供热系统优化、设备管理和能耗预测等场景。