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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Gaofeng Wu

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Open access Jul 2026

Application of multi-source information fusion and graph neural networks in fault localization for complex agricultural machinery systems

This research introduces Multi-Source Graph-Enhanced Fault Localization (MS-GEFL) framework, a dynamic graph model is used to represent the mechanical system and Graph Neural Networks are used to propagate the information related to the fault across different operating conditions to identify the anomalies.

Gaofeng Wu, Han Zhang, Yunquan Li · 0 citations

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