Operation and maintenance data panoramic perception system based on geographic information system and big data analysis

By adopting a panoramic perception system for operation and maintenance data based on geographic information system and big data analysis in power operation and maintenance management, the problem of insufficient real-time monitoring and rapid response capabilities in the existing technology is solved, real-time monitoring and accurate analysis of power facilities are realized, and operation and maintenance efficiency and user satisfaction are improved.

CN119691038APending Publication Date: 2025-03-25MARKETING SERVICE CENT OF STATE GRID JILIN ELECTRIC POWER CO LTD
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Patent Information

Application Number
CN202411767906.6
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-12-04
Publication Date
2025-03-25

AI Technical Summary

Technical Problem

The existing power operation and maintenance management technology is difficult to achieve real-time monitoring, rapid response and accurate decision-making, resulting in untimely fault handling, poor transmission of power outage information, and degradation of user satisfaction.

Method used

The operation and maintenance data panoramic perception system based on geographic information system and big data analysis is adopted. Data is collected through intelligent power sensor processors, and the edge computing module performs preliminary analysis, the data analysis module conducts deep learning model training, and the geographic information system module performs spatial visualization to realize real-time monitoring and accurate analysis of data.

Benefits of technology

Real-time monitoring and accurate analysis of power facilities are realized, operation and maintenance efficiency is improved, operation and maintenance personnel can better identify fault patterns and predict equipment performance, and improve user satisfaction.

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Abstract

The invention relates to the technical field of power operation and maintenance management, in particular to an operation and maintenance data panoramic sensing system based on a geographic information system and big data analysis, which comprises a data acquisition module, an edge calculation module, a data analysis module and a geographic information system module, the functions of data acquisition, edge calculation, data analysis and a geographic information system are integrated through a software technology and a hardware technology; according to the operation and maintenance data panoramic perception system, a unified data acquisition standard and an API-based interface are adopted, data seamless integration among different devices is realized, and consistency and compatibility of data formats are ensured. Besides, an adaptive machine learning algorithm is applied, an analysis model is dynamically updated, the accuracy and efficiency of data analysis are improved, and operation and maintenance personnel are helped to better identify a fault mode and predict equipment performance.
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