1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.AI2025
PHM-Bench: A Domain-Specific Benchmarking Framework for Systematic Evaluation of Large Models in Prognostics and Health Management
Puyu Yang, Laifa Tao, Zijian Huang +11
With the rapid advancement of generative artificial intelligence, large language models (LLMs) are increasingly adopted in industrial domains, offering new opportunities for Progno…
eess.SP2024
LLM-based Framework for Bearing Fault Diagnosis
Laifa Tao, Haifei Liu, Guoao Ning +3
Accurately diagnosing bearing faults is crucial for maintaining the efficient operation of rotating machinery. However, traditional diagnosis methods face challenges due to the div…
cs.AI2024★ 1 cited
An Outline of Prognostics and Health Management Large Model: Concepts, Paradigms, and Challenges
Laifa Tao, Shangyu Li, Haifei Liu +18
Prognosis and Health Management (PHM), critical for ensuring task completion by complex systems and preventing unexpected failures, is widely adopted in aerospace, manufacturing, m…