A novel hybrid extreme learning machine-based diagnosis model for sensor node faults in aquaculture

Abstract Sensor nodes in a wireless sensor network are influenced by the surrounding environment while monitoring data, which can lead to faults and data biases, resulting in erroneous decisions and losses. Identifying and classifying fault types is a challenge that still need to be addressed. The i...

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Bibliographic Details
Main Authors: Bing Shi, Zelin Gao, Tianheng Pu, Jianming Jiang, Yueping Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-14748-9
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