Large Language Model-Based Autonomous Agent for Prognostics and Health Management

Prognostics and Health Management (PHM), including fault diagnosis and Remaining Useful Life (RUL) prediction, is critical for ensuring the reliability and efficiency of industrial equipment. However, traditional AI-based methods require extensive expert intervention in data preprocessing, model sel...

詳細記述

書誌詳細

出版年:	Machines
主要な著者:	Minhyeok Cha, Sang-il Yoon, Seongrae Kim, Daeyoung Kang, Keonwoo Nam, Teakyong Lee, Joon-Young Kim
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2025-09-01
主題:	fault diagnosis remaining useful life prediction autonomous agent large language model artificial intelligence
オンライン･アクセス:	https://www.mdpi.com/2075-1702/13/9/831