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自然语言处理在标准化水电作业中的智能研究与应用

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为进一步提高智慧电厂标准化水电作业效率、增强智慧企业服务能力,分析了水电作业标准化的技术需求,以搭建自然语言处理的标准化水电作业知识辅助平台为基础,提出了标准化水电作业的智能知识辅助解决方案,完成了水电标准化作业智能检索技术和辅助指导决策技术等,克服了水电行业传统以关键词为主的精确匹配搜索问题.该技术方案已成功推广并应用于大渡河流域的水电标准化作业中,有效满足了水电生产标准化管理需求,提高了运行生产效率,并取得了较大的经济社会效益.
Research and Application of Natural Language Processing Technology in Hydropower Standardization Operation
To further improve the efficiency of standardized hydropower operations in smart power plants and enhance the service capabilities of smart enterprises,this paper analyzed the technical requirements of hydropower operation standardization and proposed an intelligent knowledge assistance solution for standardized hydropower operations based on building a standardized hydropower operation knowledge assistance platform for natural language processing.The intelli-gent retrieval technology and auxiliary guidance decision making technology of hydropower standardization operation have been completed,and the traditional keyword-based exact matching search problem of the hydropower industry has been o-vercome.This technical scheme has been successfully applied to the standardized operation of hydropower in the Daduhe River Basin,which meets the needs for standardized management of hydropower production,improves the production ef-ficiency of operation,and achieves greater economic and social benefits.

natural language processingstandardizationhydropower operationintelligence

王乐宁、高敏、陈功娥、王军

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国能大渡河瀑布沟发电有限公司, 四川 成都 610000

国能大渡河流域水电开发有限公司, 四川 成都 610000

自然语言处理 标准化 水电作业 智能化

2024

水电能源科学
中国水力发电工程学会 华中科技大学 武汉国测三联水电设备有限公司

水电能源科学

CSTPCD北大核心
影响因子:0.525
ISSN:1000-7709
年,卷(期):2024.42(3)
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