582 citations · 582 across the 2 of their papers we have counts for
3 papers
cs.LG2024
Fine-Tuning Pre-trained Large Time Series Models for Prediction of Wind Turbine SCADA Data
Yuwei Fan, Tao Song, Chenlong Feng +3
The remarkable achievements of large models in the fields of natural language processing (NLP) and computer vision (CV) have sparked interest in their application to time series fo…
cs.AI2024
Domain-specific ReAct for physics-integrated iterative modeling: A case study of LLM agents for gas path analysis of gas turbines
Tao Song, Yuwei Fan, Chenlong Feng +3
This study explores the application of large language models (LLMs) with callable tools in energy and power engineering domain, focusing on gas path analysis of gas turbines. We de…
cs.LG2018★ 582 cited
Deep Transfer Network with Joint Distribution Adaptation: A New Intelligent Fault Diagnosis Framework for Industry Application
Te Han, Chao Liu, Wenguang Yang +1
In recent years, an increasing popularity of deep learning model for intelligent condition monitoring and diagnosis as well as prognostics used for mechanical systems and structure…