基于AI的育苗温室环控系统设计

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中图分类号：S625 文献标志码：A 文章编号：2096-9902（2025）24-0015-04

Abstract：Drivenbythedemandforprecisionproductioninmodernagriculture，integratingAIintothedesignofinteligent environmentalcontrolsystemsforsedlingcultivationhasbecomeakeyapproachtoovercomingthelimitationsoftraditional environmentalregulationinfacility-basedseedingproductionandenhancingtheintellgenceandprecisionoftheseedling process.Traditionalsedlingenvironmentalcontrolsystemsoftenrelyonmanual experienceorsimple thresholdcontrols，lacking preciseregulationcapabilities.Thismakesitdificulttodynamicallyadapttotheenvironmentaldemandsthroughouttheentire seedinggrowthcycle，therebyafectingsedlingsurvivalratesandquality.Thispapersystematicallyelaboratesonthedesign significanceofAI-basedintellgentenvironmentalcontrolsystemsforseedlingcultivationinimprovingseedlingqualityand eficiency，advancingagriculturaldigitaltransformation，andexpandinginovativeaplicationscenariosforAItechnologyin agriculture.Adressingcurentlimitationsinenvironmentalcontrolsystemdesignsuchaslowregulationprecisioninsufient real-timresponsiveness，andweakcoordinatedregulationofmultipleenvironmentalfactors-thispaperproposesadesign framework．Thisframeworkincorporatesdeplearning-basedinteligentperceptionandgrowthpredictionmodels，alongwith dynamicadaptiveenvironmentalcontrolstrategiesenabledbymulti-sensordatafusion.Itprovidesareferencefortheinovative application of intelligent facility seedling cultivation technology.

Keywords： environmental control system; preciseregulation;AI; Data fusion;adaptive environmental contrc

优质种苗是保证农作物高产、稳产、优产的前提，农业现代化的发展对高质量育苗的需求不断增加。（剩余6030字）