Journal article
Federated Domain Generalization: A Secure and Robust Framework for Intelligent Fault Diagnosis
Abstract
The maturation of sensor network technologies has promoted the emergence of the Industrial Internet of Things, which has been collecting an increasing volume of monitoring data. Transforming these data into actionable intelligence for equipment fault diagnosis can reduce unscheduled downtime and performance degradation. In conventional artificial intelligence paradigms, abundant individual data distributed across clients devices needs to be …
Authors
Zhao C; Shen W
Journal
IEEE Transactions on Industrial Informatics, Vol. 20, No. 2, pp. 2662–2670
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
10.1109/tii.2023.3296894
ISSN
1551-3203