ISA transactions
A distributed alternating optimization approach to canonical correlation analysis based fault detection for dynamic systems.
Chenyang Wang, Zhenjin Zhao, Linlin Li, Maiying Zhong, Chongshang Sun
Published: 202510.1016/j.isatra.2025.12.030
Abstract
In this paper, a data-driven distributed alternating optimization approach to optimal fault detection is proposed for dynamic processes based on canonical correlation analysis (CCA). The focus of this method is to reduce the uncertainties caused by m…
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