新一代天氣雷達產品故障識別及監測預警系統設計實現
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浙江省重點氣象科技項目(項目編號:2020ZD12)資助


Design and Implementation of Fault Identification and Monitoring and Early Warning System for New Generation Weather Radar Product
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    摘要:

    新一代天氣雷達故障直接影響數據質量,異常產品的產生對短時臨近預報預警帶來了重大的影響,實現雷達異常產品實時監測具有一定現實意義。本系統采用WinForm 3層架構+ORM模型架構,通過統計紋理分析、灰度圖像特征值分析等圖像處理技術實現自動識別雷達異常產品。新一代天氣雷達產品故障監測預警系統可以實時、高效、準確檢測出異常雷達產品,滿足強對流天氣預警監測、天氣雷達故障預警服務預判、天氣雷達產品可用性服務等功能要求,從單部雷達產品數據中識別出異?;夭?,避免進一步影響多雷達組網拼圖,對天氣雷達組網產品的質量控制具有重要的意義。

    Abstract:

    The fault of the new generation of weather radar directly affects the data quality. The generation of abnormal products has a great impact on the shorttime approaching forecast and early warning. It is of certain practical significance to realize the realtime monitoring of radar abnormal products. This system uses the WinForm threelayer architecture and ORM model architecture through statistical texture analysis, grey image feature value analysis and other image processing technology to realize automatic recognition of radar abnormal products. The new generation of weather radar product fault monitoring and warning system can detect abnormal radar products in realtime, efficiently and accurately, and meet the functional requirements of severe convection weather warning and monitoring, weather radar fault warning service prediction, weather radar product availability service, and identify abnormal echoes from the data of a single radar product. It is of great significance for the quality control of weather radar networking products to avoid further influencing the multiradar networking puzzle.

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張東明,盧興來,楊豪,王晗,劉壯峰.新一代天氣雷達產品故障識別及監測預警系統設計實現[J].氣象科技,2023,51(3):381~387

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  • 收稿日期:2022-07-20
  • 定稿日期:2023-03-28
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  • 在線發布日期: 2023-06-29
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