3 citations · 4 across the 4 of their papers we have counts for
4 papers
Decision Support under Prediction-Induced Censoring
Yan Chen, Ruyi Huang, Cheng Liu
In many data-driven online decision systems, actions determine not only operational costs but also the data availability for future learning -- a phenomenon termed Prediction-Induc…
Causal Inference based Transfer Learning with LLMs: An Efficient Framework for Industrial RUL Prediction
Yan Chen, Cheng Liu
Accurate prediction of Remaining Useful Life (RUL) for complex industrial machinery is critical for the reliability and maintenance of mechatronic systems, but it is challenged by…
Sequential Multi-objective Multi-agent Reinforcement Learning Approach for Predictive Maintenance
Yan Chen, Cheng Liu
Existing predictive maintenance (PdM) methods typically focus solely on whether to replace system components without considering the costs incurred by inspection. However, a well-c…
Remaining Useful Life Prediction: A Study on Multidimensional Industrial Signal Processing and Efficient Transfer Learning Based on Large Language Models
Yan Chen, Cheng Liu
Remaining useful life (RUL) prediction is crucial for maintaining modern industrial systems, where equipment reliability and operational safety are paramount. Traditional methods,…