AU2020372283A1 - Lightning prediction method - Google Patents

Lightning prediction method Download PDF

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Publication number
AU2020372283A1
AU2020372283A1 AU2020372283A AU2020372283A AU2020372283A1 AU 2020372283 A1 AU2020372283 A1 AU 2020372283A1 AU 2020372283 A AU2020372283 A AU 2020372283A AU 2020372283 A AU2020372283 A AU 2020372283A AU 2020372283 A1 AU2020372283 A1 AU 2020372283A1
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Australia
Prior art keywords
lightning
forecasting
order
meteorological
parameter
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Abandoned
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AU2020372283A
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Inventor
Yang Chen
Yue Chen
Yuhe FANG
Pan GAO
Zhibo JIANG
Jian Li
Wang Li
Qing Lin
Hantao TAO
Zhao Wang
Dawei Wu
Yuangen XU
Lei Zhang
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Wuhan NARI Ltd
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Wuhan Nari Of State Grid Electric Power Res Insititute LLC
Wuhan NARI Ltd
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Application filed by Wuhan Nari Of State Grid Electric Power Res Insititute LLC, Wuhan NARI Ltd filed Critical Wuhan Nari Of State Grid Electric Power Res Insititute LLC
Publication of AU2020372283A1 publication Critical patent/AU2020372283A1/en
Abandoned legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/24323—Tree-organised classifiers
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Economics (AREA)
  • Artificial Intelligence (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Tourism & Hospitality (AREA)
  • Entrepreneurship & Innovation (AREA)
  • General Business, Economics & Management (AREA)
  • Operations Research (AREA)
  • Game Theory and Decision Science (AREA)
  • Development Economics (AREA)
  • Quality & Reliability (AREA)
  • Marketing (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
AU2020372283A 2019-10-23 2020-05-15 Lightning prediction method Abandoned AU2020372283A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201911011363.4A CN110796299A (zh) 2019-10-23 2019-10-23 一种雷电预测方法
CN201911011363.4 2019-10-23
PCT/CN2020/090434 WO2021077729A1 (zh) 2019-10-23 2020-05-15 一种雷电预测方法

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AU2020372283A1 true AU2020372283A1 (en) 2021-11-25

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AU2020372283A Abandoned AU2020372283A1 (en) 2019-10-23 2020-05-15 Lightning prediction method

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CN (1) CN110796299A (zh)
AU (1) AU2020372283A1 (zh)
WO (1) WO2021077729A1 (zh)

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CN110796299A (zh) * 2019-10-23 2020-02-14 国网电力科学研究院武汉南瑞有限责任公司 一种雷电预测方法
CN111695593A (zh) * 2020-04-29 2020-09-22 平安科技（深圳）有限公司 基于XGBoost的数据分类方法、装置、计算机设备及存储介质
CN111694047B (zh) * 2020-05-09 2021-03-23 吉林大学 基于多通道奇异谱的钻孔应变网络拓扑结构异常检测方法
CN111913236A (zh) * 2020-07-13 2020-11-10 上海眼控科技股份有限公司 气象数据处理方法、装置、计算机设备和存储介质
CN111897030A (zh) * 2020-07-17 2020-11-06 国网电力科学研究院有限公司 一种雷暴预警系统及方法
CN111915846B (zh) * 2020-08-11 2021-08-03 安徽亿纵电子科技有限公司 一种基于云计算的智能云防雷运维系统
CN112731564B (zh) * 2020-12-26 2023-04-07 安徽省公共气象服务中心 一种基于多普勒天气雷达数据的雷电智能预报方法
CN112764129B (zh) * 2021-01-22 2022-08-26 易天气(北京)科技有限公司 一种雷暴短临预报方法、系统及终端
CN113239946B (zh) * 2021-02-02 2023-10-27 广东工业大学 一种输电线路载流量的校核方法
CN113204903B (zh) * 2021-04-29 2022-04-29 国网电力科学研究院武汉南瑞有限责任公司 一种预测雷电的方法
CN113191568B (zh) * 2021-05-21 2024-02-02 上海市气象灾害防御技术中心(上海市防雷中心) 基于气象的城市运行管理大数据分析预测方法和系统
CN113283653B (zh) * 2021-05-27 2024-03-26 大连海事大学 一种基于机器学习和ais数据的船舶轨迹预测方法
CN114252706B (zh) * 2021-12-15 2023-03-14 华中科技大学 一种雷电预警方法和系统
CN114442198B (zh) * 2022-01-21 2024-03-15 广西壮族自治区气象科学研究所 一种基于加权算法的森林火险气象等级预报方法
CN114518612A (zh) * 2022-02-14 2022-05-20 广东省气象公共安全技术支持中心 雷暴风险预警方法、系统及电子设备
CN114545098B (zh) * 2022-03-18 2024-09-03 华中科技大学 一种雷暴预报方法和闪电定位方法
CN114966233B (zh) * 2022-05-16 2024-08-13 国网电力科学研究院武汉南瑞有限责任公司 基于深度神经网络的雷电预报系统及方法
CN115273440A (zh) * 2022-07-23 2022-11-01 河南泽阳实业有限公司 一种基于大数据智能分析算法的预警装置
CN115456248A (zh) * 2022-08-15 2022-12-09 国网电力科学研究院武汉南瑞有限责任公司 基于卷积神经网络的落雷预测模型构建方法
CN116341391B (zh) * 2023-05-24 2023-08-04 华东交通大学 基于STPM-XGBoost模型的降水预测方法

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Publication number Priority date Publication date Assignee Title
US9753947B2 (en) * 2013-12-10 2017-09-05 Weather Decision Technologies, Inc. Four dimensional weather data storage and access
CN104950186B (zh) * 2014-03-31 2018-06-12 乌托巴斯洞察公司 雷电预测的方法和装置
CN105068149B (zh) * 2015-07-24 2017-04-12 国家电网公司 一种基于多信息综合的输变电设备雷电监测和预报方法
CN108052734A (zh) * 2017-12-12 2018-05-18 中国电力科学研究院有限公司 一种基于气象参数对雷电流幅值进行预测的方法及系统
CN108427041B (zh) * 2018-03-14 2020-03-17 南京中科九章信息技术有限公司 雷电预警方法、系统、电子设备和存储介质
CN110334732A (zh) * 2019-05-20 2019-10-15 北京思路创新科技有限公司 一种基于机器学习的空气质量预报方法和装置
CN110796299A (zh) * 2019-10-23 2020-02-14 国网电力科学研究院武汉南瑞有限责任公司 一种雷电预测方法

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WO2021077729A1 (zh) 2021-04-29
CN110796299A (zh) 2020-02-14

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