Incremental Pyraformer–Deep Canonical Correlation Analysis: A Novel Framework for Effective Fault Detection in Dynamic Nonlinear Processes

Smart manufacturing systems aim to enhance the efficiency, adaptability, and reliability of industrial operations through advanced data-driven approaches. Achieving these objectives hinges on accurate fault detection and timely maintenance, especially in highly dynamic industrial environments. Howev...

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Bibliographic Details
Main Authors: Yucheng Ding, Yingfeng Zhang, Jianfeng Huang, Shitong Peng
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Algorithms
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Online Access:https://www.mdpi.com/1999-4893/18/3/130
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