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With the rapid development of the Industrial Internet of Things and enabling technologies, such as advanced sensors and enhanced computing power, large volumes of data can now be easily collected in modern industrial processes for tasks like control, monitoring, and predictive maintenance [1, 2].

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Canonical Correlation Analysis-Based Fault Detection Methods

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2026年

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  • Zhiwen Chen,
  • Kai Zhang

摘要

With the rapid development of the Industrial Internet of Things and enabling technologies, such as advanced sensors and enhanced computing power, large volumes of data can now be easily collected in modern industrial processes for tasks like control, monitoring, and predictive maintenance [1, 2].