云南水力发电2024,Vol.40Issue(8) :149-152.DOI:10.3969/j.issn.1006-3951.2024.08.036

基于多数据融合的水电机组全息监测系统

Holographic Monitoring System for Hydropower Unit Based on Multi Data Fusion

王玉林 张民威 张祥飞 邓小刚 万军
云南水力发电2024,Vol.40Issue(8) :149-152.DOI:10.3969/j.issn.1006-3951.2024.08.036

基于多数据融合的水电机组全息监测系统

Holographic Monitoring System for Hydropower Unit Based on Multi Data Fusion

王玉林 1张民威 2张祥飞 1邓小刚 3万军1
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作者信息

  • 1. 江西省港航建设投资集团有限公司,江西 南昌 330000
  • 2. 北京中元瑞讯科技有限公司,北京 100085
  • 3. 北京中水科水电科技开发有限公司,北京 100038
  • 折叠

摘要

为了实时了解水电站的运行状况以及发现并解决潜在安全问题,提出了基于多种现代信息技术以实现水电站智能化运行的创新方案,即水电机组全息监测系统,其主要利用云计算技术、大数据分析方法和人工智能等技术构建了高效的数据分析与处理平台,确保了水电站数据的准确性和实时性,实现了抽蓄电站运行状态实时监测、故障预警和优化调度策略等功能,提高了水电站的发电效率和响应能力.

Abstract

In order to understand the operation status of hydropower station in real time and find and solve potential safety problems,an innovative scheme based on various modern information technologies to realize intelligent operation of hydropower station,namely holographic monitoring system of hydropower unit,is proposed.It mainly uses cloud computing technology,big data analysis method and artificial intelligence to construct an efficient data analysis and processing platform,which ensures the accuracy and real-time of hydropower station data.In the application aspect,the holographic monitoring system of hydropower unit realizes the functions of real-time monitoring of operation status,fault warning and optimal dispatching strategy of pumped storage power station,and improves the power generation efficiency and response ability of hydropower station.In addition,the system has good iteration,scalability and upgradeability,and can introduce new monitoring equipment and algorithm models to continuously improve the overall function and performance of the system.The construction and application of the system can improve energy efficiency and promote the development of sustainable energy.The innovation and practicability of the system will strongly promote the intelligent development of hydropower stations,and provide new ideas for the realization of efficient use of energy and environmental protection of hydropower station.

关键词

全息监测系统/多数据融合/水电站/故障诊断

Key words

holographic monitoring system/multi data fusion/hydropower station/fault diagnosis

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出版年

2024
云南水力发电
云南水力发电工程学会

云南水力发电

影响因子:0.213
ISSN:1006-3951
参考文献量10
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