2 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…