Artificial Intelligence Leads the Future: Innovative Applications of Big Language Modeling in Power Systems
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Artificial Intelligence Leads the Future: Innovative Applications of Big Language Modeling in Power Systems
New Generation of Information TechnologyPages: 1-6(2024)
作者机构:
中国移动通信集团福建有限公司福州分公司,福建省福州市350001
作者简介:
基金信息:
DOI:
CLC:TP18;F407.61
Published Online:19 June 2024,
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林向阳.人工智能引领未来:大语言模型在电力系统中的创新应用[J].新一代信息技术,
Lin Xiangyang.Artificial Intelligence Leads the Future: Innovative Applications of Big Language Modeling in Power Systems[J].New Generation of Information Technology,
Lin Xiangyang.Artificial Intelligence Leads the Future: Innovative Applications of Big Language Modeling in Power Systems[J].New Generation of Information Technology,DOI:10.3969/j.issn.2096-6091.XXXX.XX.001.
Artificial Intelligence Leads the Future: Innovative Applications of Big Language Modeling in Power Systems
we study the application of big language modeling and artificial intelligence in power systems. First
we introduce the basic principles and characteristics of big language model
including its development history and application areas. Then
we discuss the current status and prospects of the application of artificial intelligence technology in power systems. We analyze three key application areas of big language models in power systems: power load forecasting
power equipment fault diagnosis
and power system security assessment. In power load forecasting
the big language model can realize accurate load forecasting by learning historical data and environmental features
providing powerful support for power system operation and scheduling. In power equipment fault diagnosis
the big language model can automatically identify and locate faults according to the operating state of the equipment and fault characteristics
improving the diagnostic efficiency of equipment faults. In power system security assessment
the Big Language Model can analyze system operation data and risk factors
quickly assess the security status of the system
and provide early warning and decision support. Finally
we discuss the challenges and countermeasures for the application of big language modeling and artificial intelligence in power systems. We believe that with the continuous development of big language modeling and the continuous innovation of AI technology
the operational efficiency and security of power systems will be significantly improved.
关键词
大语言模型人工智能电力系统
Keywords
big language modelingartificial intelligencepower system