Pai Zheng

MSDF-VAE: A Cloud–Edge Collaborative Method for Fault Diagnosis Based on Transfer Learning

2025 · IEEE Internet of Things Journal

In intelligent manufacturing systems, accurate and timely fault diagnosis is crucial for ensuring a safe and stable manufacturing process. While transfer learning (TL) can mitigate the need for extensive labeled data, not all historical datasets …