Multimodal data generative fusion method for complex system health condition estimation

Abstract For the health management of complex systems, the high value of such systems often necessitates multimodal monitoring data, including video surveillance, internal sensors, empirical formulas, and even digital twins. Therefore, it is essential to design an effective intelligent fusion method...

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Bibliographic Details
Main Authors: Weijie Kang, Xianyang Zhang, Jiarui Zhang, Xudan Chen, Honglan Huang, Bing He, Weiwei Qin, Haizhen Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-04985-3
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