Monitoring and Analysis Technology of Digital Operation of Power Grid Enterprises Based on Big Data

As smart grid development progresses, the integration of big data technology within power grid enterprises is becoming more prevalent. This integration serves as a pivotal tool for enhancing management efficiency and ensuring the secure functioning of the electrical grid. The paper offers an overview of digital operation monitoring and analytical methodologies in power grid companies, leveraging big data. It delves into the technical architecture, which encompasses data collection, processing, analysis, and decision support layers, along with highlighting key technological aspects and practical applications. The key technologies involve data acquisition, processing, analysis and mining. The application case shows the remarkable achievements of big data technology in improving management efficiency, reducing energy consumption and enhancing operational safety. At the same time, this paper also discusses the challenges such as data privacy and security, and the shortage of professionals, and puts forward corresponding countermeasures.