大数据驱动下集中供热燃煤锅炉自动化控制系统设计分析

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中图分类号：TP273 文献标识码：A 文章编号：1672-3791（2026）02-0101-03

Analysis of the Design of an Automated Control System for Centralized Heating Coal-Fired Boilers Driven by Big Data

TIAN Qi

Taiyuan Heating Power Group Co.，Ltd.，Taiyuan，Shanxi Province，O3ooo1 China

Abstract：To improve theoperational eficiencyand environmental performance of centralized heating coal-fired boilers，abig data-drivenautomated control systemwas developed.The system utilizes high-precisionsensors to colect operational data from boilers and heating networks，and combines intellgent algorithms to achieve functions such as combustion optimization，heating network balance adjustment， energy consumption analysis，and fault warningfunctions.After testing，the system hasachieved or exceededthe expected goals in terms offunctional implementation，dataacquisitionaccuracy，controladjustment eror，and fault diagnosis accuracy，andhas goodreal-time performance， stability，and reliability.

Keywords：Bigdata; Centralized heating supply; Coal-fred boiler; Automationcontrol system; Inteligent management

随着“碳达峰”“碳中和”目标的推进，集中供热燃煤锅炉的高效、节能与环保运行面临更高要求。（剩余3455字）