微型电脑应用2024,Vol.40Issue(5) :1-4.

气象人工智能通用算法库的设计与实现

Design and Implementation of General Algorithm Library for Meteorological Artificial Intelligence

雷鸣 宫志宏 郭阳 勾志竟 姜罕盛
微型电脑应用2024,Vol.40Issue(5) :1-4.

气象人工智能通用算法库的设计与实现

Design and Implementation of General Algorithm Library for Meteorological Artificial Intelligence

雷鸣 1宫志宏 2郭阳 1勾志竟 1姜罕盛1
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作者信息

  • 1. 天津市气象信息中心,天津 300074
  • 2. 天津市气候中心,天津 300074
  • 折叠

摘要

为了更好地利用AI技术的优势,降低开发周期和难度,针对气象行业的特点,提出一种适合气象行业应用的人工智能通用算法库设计方案.该方案基于标准规范和模块划分,通过系统设计,形成有效的算法资源池,在大大减少开发工作量的同时,有效降低开发门槛,构建积木化算法开发范式.同时,因为系统采用MUSIC和FTP协议进行数据交换,能够方便与全国天擎系统进行对接,形成"数据、算法、产品和展示"的一条龙服务,为AI在气象行业的落地和融合提供了有益的探索.

Abstract

In order to make better use of the advantages of AI technology and reduce the development cycle and difficulty,ac-cording to the characteristics of the meteorological industry,a general algorithm library design scheme of artificial intelligence is proposed.The scheme is based on standard specifications and module division.Through system design,an effective algorithm resource pool is formed.While greatly reducing the development workload,it can effectively reduce the development threshold and build a modular algorithm development paradigm.At the same time,because the system uses MUSIC and FTP protocols for data exchange,it can easily connect with the national Tianqing system,forming a one-stop service of"data,algorithms,products and display",which provides a beneficial exploration for the landing and integration of AI in the meteorological indus-try.

关键词

深度学习/AI算法库/人工智能/MUSIC/ModelArts

Key words

deep learning/AI algorithm library/artificial intelligence/MUSIC/Model Arts

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基金项目

国家自然科学基金(41575156)

中央级公益性科研院所基本科研业务费专项(IUMKY201605)

天津市气象局科研项目(201914ybxm12)

出版年

2024
微型电脑应用
上海市微型电脑应用学会

微型电脑应用

CSTPCD
影响因子:0.359
ISSN:1007-757X
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