新一代视频智能测流技术及应用研究OA
Research on new-generation video-based intelligent flow measurement technology and its application
针对传统水文监测方式建设周期长、投资大、运维困难等问题,本文利用人工智能(AI)技术,基于非接触式三维空间标定、动水位视觉平面测距等核心技术,提出新一代视频智能测流技术架构及其集成产品SkyView.针对标准水文断面常规测流、高原峡谷大断面测流、灌区小断面测流、低枯生态流量监测、洪水应急测流、水电工程施工期断面测流等6类典型应用场景,提出了固定式地面视频监控站、便携式无人机、无人机巢、手机测流等4种测流模式.多个重大工程及水利场景的实例应用结果表明,该技术可实现复杂条件下水位、流速、流量等水文要素的高精度、自动化监测,大幅降低监测成本与水文作业风险,提升智能化水平和测流站建设效率.研究成果可为水利视频资源的深度开发利用提供新的技术支撑.
To address the problems of long construction periods,high investment,and difficult operation and maintenance in traditional hydrological monitoring methods,this paper adopted artificial intelligence(AI)technology,and based on core technologies such as non-contact three-dimensional spatial calibration and dynamic water level visual plane ranging,proposed a new-generation video-based intelligent flow measurement technical architecture and its integrated product,SkyView.For six typical application scenarios,conventional flow measurement in standard hydrological sections,large-section flow measurement in plateau canyons,small-section flow measurement in irrigation areas,low-flow and ecological flow monitoring,flood emergency flow measurement,and sectional flow measurement during hydropower project construction,four flow measurement modes were established:fixed ground video monitoring stations,portable unmanned aerial vehicles(UAVs),UAV nests,and mobile phone-based flow measurement.The results of practical applications in several major engineering and water conservancy projects show that this technology enables high-precision and automatic monitoring of hydrological elements such as water level,flow velocity,and discharge under complex conditions.It significantly reduces monitoring costs and hydrological operational risks while improving the intelligence level and construction efficiency of flow measurement stations.The research results provide a new technical support for the in-depth development and utilization of water conservancy video resources.
蒋云钟;杨明祥;乔广超;王贺佳
中国水利水电科学研究院 流域水循环与水安全全国重点实验室,100038,北京||水利部数字孪生流域重点实验室,100038,北京中国水利水电科学研究院 流域水循环与水安全全国重点实验室,100038,北京||水利部数字孪生流域重点实验室,100038,北京中国水利水电科学研究院 流域水循环与水安全全国重点实验室,100038,北京||水利部数字孪生流域重点实验室,100038,北京中国水利水电科学研究院 流域水循环与水安全全国重点实验室,100038,北京||水利部数字孪生流域重点实验室,100038,北京
建筑与水利
SkyView人工智能视频测流智慧水利数字孪生水利水文监测
SkyViewartificial intelligencevideo-based flow measurementsmart water conservancydigital twin water conservancyhydrological monitoring
《中国水利》 2026 (9)
40-46,7
流域水循环与水安全全国重点实验室自主研究项目(SKL2025TDGG04)中国水利水电科学研究院基本科研业务费专项项目(WR110145B0092025、WR110145B0142025).
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