三钢铁区集控高炉智能制造数据集

三钢铁区集控高炉智能制造数据集通过整合自动化设备、铁区动态系统、能源系统及人工输入等多源数据，构建了一套覆盖高炉、烧结、焦化、球团及原料等核心工序的智能化数据体系。形成完整的高炉智能化解决方案了高炉精益管控系统、配料优化系统、健康诊断系统、质能平衡系统等14个软件产品。数据包括铁次信息、配料计算记录、炉况监测数据、炉缸侵蚀预警配置以及质能平衡结果等多维度核心数据表。

The Intelligent Manufacturing Dataset for Centralized-Controlled Blast Furnaces in San Steel's Iron Production Zone integrates multi-source data from automated equipment, iron-making zone dynamic systems, energy systems, and manual inputs, and constructs an intelligent data system covering core production processes including blast furnaces, sintering, coking, pelletizing, and raw material handling. It forms a complete intelligent blast furnace solution with 14 software products such as the blast furnace lean management and control system, batching optimization system, health diagnosis system, and mass and energy balance system. The dataset includes multi-dimensional core data tables covering heat information, batching calculation records, furnace condition monitoring data, hearth erosion early warning configurations, and mass and energy balance results.

搜集汇总

背景与挑战

背景概述

该数据集由福建三钢闽光股份有限公司提供，是一个实时更新的结构化工业数据集，覆盖2023年9月至2025年9月期间的高炉智能制造过程。它整合了多源数据，包括铁次信息、炉况监测等核心数据表，总规模达23个表、248个字段和超过4400万条记录，旨在支持高炉全流程的智能化生产，如实时监控、工艺优化和设备健康管理等应用场景。