侧吹熔炼工艺智能化升级系统架构与实践

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中图分类号：TF811 文献标志码：B 文章编号：1004-4345（2025）06-0036-04

Abstract Toaddress thechallengesof traditional side-blownsmelting processes，including lagging parameter monitoring， relianceonempiricalprocesscontrol，andhighenergyconsumptionandpllutantemisions，thisstudyestablishedathreetier inteligentapplicationsystemencompasing“Perception-Control-Decision-Making”Byintegratingkeytechnologiessuchaslaser inducedbreakdownspectroscopyforonlinecompositionanalysis，infraredthermalimaging forfurnacebodymonitoring，muli -- sensor fusion-basedispetionndartialinteligenceagorits，intellgtmaagementandntroloerteeprossfrofeed materialiput，athactionndfuacehealthoaterialonveyingwerechievedIdustralapicationesultsemostatetat this system has reduced the key composition analysis cycle from hours to seconds，improved smelting eficiency by 8.7% ， narrowed the fluctuation range of matte grade by 68% ，and successfully enabled early warning of equipment potential failures and a significant reductioninunplanneddowntime.Thisresearch providesanefectivepracticalsolutionfortheintellgentupgradingandgreen production of non-ferrous metal smelting.

Keywordsside-blown smelting; inteligent monitoring; online analysis; furnace health diagnosis; green smelting

在“双碳”目标与制造业智能化转型的双重驱动下，有色金属冶炼行业正处于从传统经验型生产向数据驱动型生产的深刻变革之中。（剩余5673字）