Federated Multi-Model Transfer Learning-Based Fault Diagnosis with Peer-to-Peer Network for Wind Turbine Cluster

Federated Multi-Model Transfer Learning-Based Fault Diagnosis with Peer-to-Peer Network for Wind Turbine Cluster

Intelligent fault diagnosis for a single wind turbine is hindered by the lack of sufficient useful data, while multi-turbines have various faults, resulting in complex distributions. Collaborative intelligence can better solve these problems. Therefore, a peer-to-peer network is constructed with one...

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Bibliographic Details
Main Authors: Wanqian Yang, Gang Yu
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Machines
Subjects:
collaborative intelligence
deep learning
fault diagnosis
group technology
peer-to-peer computing
transfer learning
Online Access:https://www.mdpi.com/2075-1702/10/11/972

Internet

https://www.mdpi.com/2075-1702/10/11/972

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