首页|黄河模拟器智慧化计算方法体系及应用前景

黄河模拟器智慧化计算方法体系及应用前景

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为促进黄河模拟器进入可操作阶段,尽快发挥黄河模拟器在解决黄河流域水资源短缺、经济不平衡以及生态脆弱等问题中的积极作用,深入梳理并构建了黄河模拟器智慧化计算方法体系.基于对智慧化计算概念的理解,分别从数据存储及预处理、模拟算力、迅速响应 3 个方面需求以及生态保护与管理、水资源高效利用、灾害评估与应对 3 个方面意义解析了黄河模拟器的智慧化计算的重要价值.依据黄河模拟器的建设框架,重点从模拟体系和服务体系两个方面详细归纳了智慧化计算方法的仿生智能计算、机器学习、模糊计算以及融合计算 4 个分支,展望了黄河模拟器智慧化计算方法带来的时代变革,发掘其在发展规划、灾害处理以及资源配置方面的巨大应用前景.
Framework and Application Prospects of Intelligent Calculation Method for the Yellow River Simulator
In order to expedite the transition of the Yellow River Simulator into the operational phase and quickly make use of its positive role in the difficulties of water resources shortage,economic imbalance and ecological fragility in the Yellow River Basin,an intelligent calcula-tion method system for the Yellow River Simulator had been thoroughly sorted out and implemented.Drawing upon the concept of intelligent computing,the vital importance of the Yellow River Simulator's intelligent computing was articulated from the perspectives of data storage and preprocessing,simulation computing power,and swift responsiveness,as well as its significance in ecological conservation and manage-ment,efficient water resources utilization and disaster evaluation and mitigation.Based on the architectural framework of the Yellow River Simulator,four branches of intelligent computing methods,namely biomimetic intelligent computing,machine learning,fuzzy computing and intelligent computation were summarized in detail.Envisioning the transformative potential of intelligent computation methodologies for the Yellow River Simulator,this paper explored its huge application prospects in development planning,disaster management and resources allo-cation.

Yellow River Simulatorintelligent calculation methodsystem frameworkYellow River

臧超、左其亭、李强坤

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郑州大学 水利与交通学院,河南 郑州 450001

河南省水循环模拟与水环境保护国际联合实验室,河南 郑州 450001

黄河水利科学研究院,河南 郑州 450003

黄河模拟器 智慧化计算方法 体系框架 黄河

国家重点研发计划项目国家自然科学基金资助项目

2021YFC320020152279027

2024

人民黄河
水利部黄河水利委员会

人民黄河

CSTPCD北大核心
影响因子:0.494
ISSN:1000-1379
年,卷(期):2024.46(1)
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