Federated fault diagnosis method for collaborative self-diagnosis and cross-robot peer diagnosis.
In multi-robot collaboration, individual failures can propagate to other robots due to the topological coupling between them. Existing fault diagnosis models are designed for single robots and fail to meet the practical requirements of multi-robot scenarios. To address this, this study develops a fe...
Saved in:
| Main Authors: | Yan Qin, Ouyang Wang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-01-01
|
| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0322484 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Federated fault diagnosis method for collaborative self-diagnosis and cross-robot peer diagnosis
by: Yan Qin, et al.
Published: (2025-01-01) -
A Federated Adversarial Fault Diagnosis Method Driven by Fault Information Discrepancy
by: Jiechen Sun, et al.
Published: (2024-08-01) -
An Improved Fault Diagnosis Method and Its Application in Compound Fault Diagnosis for Paper Delivery Structure Coupling
by: Fu Liu, et al.
Published: (2025-01-01) -
Equipment Fault Diagnosis Method Based on High-efficient Communication Federated Learning
by: LIU Jing, et al.
Published: (2025-04-01) -
A Collaborative Domain Adversarial Network for Unlabeled Bearing Fault Diagnosis
by: Zhigang Zhang, et al.
Published: (2024-10-01)