基于冶炼实时控制需求的多源数据融合与分析系统开发

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中图分类号：TF02 文献标志码：A 文章编号：2095-2945（2025）21-0117-04

Abstract：Aimingatthereal-timecontrolrequirementsofkeyprocesessuchasconverterandrefininginthesteelsmelting process，areal-timefusionschemeofmulti-sourcedatabasedonditributedsensingnetworkisproposed.Amillsecond-level dataacquisitionarchitecturewasstudiedanddesigned，adatafusionmodeladaptedtosmeltingcondionswasestablished，anda real-timanalysisalgorithmfortheproductionprocesswasdeveloped.Experimentalresultsshowthatthisschemecanachievea data fusion response within 5Oo ms，and the prediction accuracy of process parameters reaches 92.3% ，effectively supports realtimemonitoring and optimal regulation of the smelting process，andsignificantly improves production effciency.

Keywords：smelting process；real-timedatacollction;multi-sourcedata fusion；onlineanalysis;；processoptimization

现代冶炼生产过程中，转炉、精炼等工序涉及高温、高压等复杂工况，对生产参数的实时监测和精确控制提出了极高要求。（剩余5737字）