2023·1·BuildingConstruction182装备作业运行状态远程预警技术研究与应用程子聪1张阿晋1孙同心21.上海建工集团工程研究总院上海201114；2.上海电科智能系统股份有限公司上海200063摘要：对乡村住宅建造装备运行状态远程预警技术进行研究与应用，阐述了装备作业远程状态预警技术的国内外发展历程以及该技术的优越性。该技术包括状态数据感知与传输技术、聚类算法数据分析技术和远程预警管控技术3个关键技术，实现了运行状态参数化管理、历史数据记录分析和现装备运行状态的安全管控，实际工程证明，装备作业运行状态远程预警技术具有良好的应用效果，是未来装备监测的趋势。关键词：装备作业；状态感知；聚类算法；动态阈值告警中图分类号：TU17文献标志码：A文章编号：1004-1001(2023)01-0182-03DOI：10.14144/j.cnki.jzsg.2023.01.046ResearchandApplicationofRemoteWarningTechnologyforEquipmentOperationStatusCHENGZicong1ZHANGAjin1SUNTongxin21.EngineeringGeneralInstituteofShanghaiConstructionGroup,Shanghai201114,China;2.ShanghaiSEARIIntelligentSystemCo.,Ltd.,Shanghai200063,ChinaAbstract:Theresearchandapplicationofremoteearlywarningtechnologyforequipmentoperationstatusofruralresidentialconstructionarecarriedout,andthedevelopmentprocessofremoteearlywarningtechnologyforequipmentoperationathomeandabroadandtheadvantagesofthistechnologyaredescribed.Thistechnologyincludesthreekeytechnologies:statedataperceptionandtransmissiontechnology,clusteringalgorithmdataanalysistechnology,andremoteearlywarningcontroltechnology.Itrealizestheparameterizedmanagementofoperationstatus,historicaldatarecordanalysis,andsecuritycontrolofcurrentequipmentoperationstatus.Theactualprojecthasprovedthattheremoteearlywarningtechnologyofequipmentoperationstatushasgoodapplicationeffectandisthetrendoffutureequipmentmonitoring.Keywords:equipmentoperation;stateperception;clusteringalgorithm;dynamicthresholdalarm段以及传感器等实体设备实现状态感知、阈值报警、异常数据分析等，并可借助算法模型以及历史运行参数数据实现未来短时的运行状态推演判断，从而最终掌握异常运行状态的远程预警能力，减少甚至避免装备作业安全事故发生。该技术在提高装备作业区域的稳定性、减少因装备故障停工...
