A KLMS Dual Control Chart Based on Dynamic Nearest Neighbor Kernel Space

Traditional projection dynamic monitoring methods focus on simultaneously decoupling the correlations among the process variables and the autocorrelations of the variables, which leads to a mixing problem of the two correlations. The mixing problem decreases the ability to model the dynamic correlat...

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Veröffentlicht in:IEEE transactions on industrial informatics 2023-05, Vol.19 (5), p.6950-6962
Hauptverfasser: Liu, Liang, Liu, Jianchang, Wang, Honghai, Tan, Shubin, Guo, Qingxiu, Sun, Xiaoyu
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Sprache:eng
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