With　the　gradual　advancement　of　the　country＇s　environmental　protection　policies,　the　air-supported　membrane　structure,　characterized　by　its　short　construction　period,　cost-effectiveness,　and　high　safety　during　construction,　has　been　widely　used　in　the　full　enclosure　renovation　of　open-air　coal　yards　in　coal-fired　power　plants,　the　construction　of　all-weather　sports　venues,　logistics　and　warehousing,　and　has　gradually　entered　a　large-scale　construction　phase.　The　widespread　application　of　air-supported　membrane　structures　has　placed　higher　demands　on　their　operation,　maintenance,　and　scientific　monitoring.　Taking　a　coal　shed　at　a　power　plant　in　Hengshui　city　as　an　example,　this　article　proposes　the　use　of　drones　equipped　with　high-precision　scanners　to　scan　existing　air-supported　membrane　structures　and　establish　models.　This　method　reduces　the　differences　between　the　computational　analysis　model　and　the　actual　structure,　enhancing　the　accuracy　and　reliability　of　the　computational　analysis　results,　thus　providing　support　for　the　safe　operation　and　maintenance　of　existing　air-supported　membrane　structures.