水利工程智慧预警系统设计

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中图分类号：TV222.2 文献标志码：A 文章编号：2095-2945（2025）30-0116-04

Abstract：Thisresearchiscommitedtobuildingadynamicearlywarningsystemforriverbasinecologicalsecuritywith universaladaptabilty，andinovativelyproposesathree-in-onetechnicalparadigmof"multisourceperceptionineligent decision-visualinteraction."Byintegratingmultimodaldatafusionalgorithmsanddeepreinforcementleamingframeworks，a configurableintellgentwatershedmonitoringsystemhasbeendevelopedtobreaktroughthespatio-temporalscalelimitationsof traditionalmethods.Thesystemarchitectureadoptsthecollborativeoperationmechanismofditributedsensingnetworksand edgecomputingnodestobuildahierarchicaltechnicalframeworkincludingenvironmentalawarenessmatrices，heterogeneous communicationrelays，andinteligentanalysishubs，realizingthefullrangefromsub-minutedatacapturetothree-dimensional visualdecision-making.Linkclosed-lopmanagement.Onthetechnicalrealizationpath，algorithmmodulessuchashydrodynamic simulation，abiatsimulatioandultijectietiizatioareintegatedtofoaprameterdaptiewateshdacteistic analysisscheme.Thecoreofthesystemusesadynamicrisk-awarenessengineandcombinesdeeptime-seriespredictionnetwork algorithmstobuildamulti-levelearlywarningresponsemechanismincludingabnormalfluctuationidentification，trenddeduction andriskmapgeneration.ApredictionmethodbasedonLSTMmodelisestablishedandapliedtowaterlevelearlywarningof water conservancy projects.

Keywords： water conservancy engineering; early warning system; intelligence; data; prediction method

河流系统作为地球表层物质能量交换的重要载体，在人类文明演进中持续发挥着基础性支撑功能。（剩余4446字）