Predicting Imminent Electrical Safety Incidents Using Smart Meter Big Data With Large Language Models

This study examines the application of Large Language Models (LLMs) in predicting imminent electrical safety incidents using extensive smart meter data. The proliferation of smart meters in residential settings has led to the generation of large-scale datasets, which provide valuable insights into h...

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Bibliographic Details
Main Authors: Ru-Guan Wang, Mei-Ling Chuang, Chi-Yun Ke, Yi-Fan Chien, Wen-Jen Ho, Kuei-Chun Chiang, Yung-Chieh Hung, Chu Hsien Tsai, Chien-Cheng Chou
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10786975/