Awesome large language model for Prognostics and health management
A curated, continuously updated list of papers applying large language models to prognostics and health management, covering fault diagnosis and remaining-useful-life prediction, each entry giving the English and Chinese titles, year, venue and code link where available.
This is a curated reading list of academic papers on applying large language models to prognostics and health management, specifically fault diagnosis and remaining-useful-life prediction. Entries are tracked in a table giving the English title, a Chinese title, the year of publication, the venue, and a link to code where one exists.
The list states a dynamic update policy: as the volume of related literature grows, its update scope will progressively narrow, first to journals categorised as JCR Q1 by the Chinese Academy of Sciences, and later to only those papers with publicly available source code. It also links to at least one recorded talk on large language models for the intelligent maintenance of high-end equipment.