水力发电2024，Vol.50Issue(6)：79-83,96,6.
基于多数据融合的水电机组全息监测系统及应用
Holographic Monitoring System for Hydropower Unit Based on Multi Data Fusion and Its Application
张民威 1王玉林 2张祥飞 2邓小刚 3万军2
作者信息
- 1. 北京中元瑞讯科技有限公司,北京 100085
- 2. 江西省港航建设投资集团有限公司,江西 南昌 330000
- 3. 北京中水科水电科技开发有限公司,北京 100038
- 折叠
摘要
Abstract
With the development of holographic detection technology and computer performance,the research of hydropower station intelligence has gradually become an important index to evaluate the hydropower industry.This paper puts forward an intelligent monitoring system of related equipments in hydropower station integrated with multi-data.Firstly,the digital holographic contour measurement technology is used to scan and convert the flow channel characteristics of the original model,then the operation parameters and flow field characteristics under different working conditions are collected by the sensor,and finally,based on cloud computing technology,big data analysis method and artificial intelligence technology,an efficient data analysis and processing platform is constructed to enhance the learning ability of fault features step by step and mine fault early warning values.The system generally covers the functions of on-line monitoring,fault diagnosis and early warning,health assessment and data mining,and solves the pain points such as difficult to monitor the operation status,difficult to find the fault early warning and difficult to implement the dispatching strategy of hydropower station.This study can provide some references for the intelligent transformation,research and development of the holographic monitoring system of hydropower station.关键词
全息监测系统/多数据融合/全息轮廓测量技术/故障诊断/水电站Key words
holographic monitor system/multiple data fusion/holographic profile measurement technique/fault diagnosis/hydropower station分类
信息技术与安全科学引用本文复制引用
张民威,王玉林,张祥飞,邓小刚,万军..基于多数据融合的水电机组全息监测系统及应用[J].水力发电,2024,50(6):79-83,96,6.
