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人工智能在电网运行领域中的应用研究

Application of Artificial Intelligence in Power Grid Operation

  • 摘要: 随着构建新型电力系统的不断推进,电网逐渐发展成为结构复杂、设备繁多、技术庞杂的巨维系统, 在运行和分析方面均面临巨大的挑战。传统的单纯依靠物理建模进行分析的方法已经难以满足电网复杂耦合系统的要求,以先进的传感器技术和计算机技术作为支撑的人工智能技术为电网运行和控制提供了新的技术手段。分析了人工智能应用电网运行领域中面临的挑战,研究总结了人工智能在电网运行领域中融合应用的场景和方式。为未来人工智能技术在电网运行领域中的融合应用提供借鉴与参考。

     

    Abstract: With the continuous promotion of building a new power system, the power grid has gradually developed into a huge dimensional system with complex structure, various equipment and complex technology. It faces great challenges in operation and analysis. The traditional analysis method based solely on physical modeling has been difficult to meet the requirements of complex coupled system of power grid. Artificial intelligence technology supported by advanced sensor technology and computer technology provides a new technical means for power grid operation and control. The challenges faced by the application of artificial intelligence in the field of power grid operation are analyzed. The scenarios and modes of integrated application of artificial intelligence in the field of power grid operation are studied and summarized. It provides a reference for the fusion application of artificial intelligence technology in the field of power grid operation in the future.

     

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