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Optimising kernel-based multivariate statistical process control

delete2026-03-03
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OA
AI
Z
Zina-Sabrina Duma *
V
Victoria Siriaki Jorry
T
Tuomas Sihvonen
С
Сату-Пиа Рейникайнен
L
Lassi Roininen
DOI:10.1016/j.jprocont.2026.103679delete
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摘要

摘要

En 中文
• 核心MSPC在优化得当的情况下能够有效检测复杂故障。 • 核心MSPC的优化可以通过优化核心PCR实现。 • 一种受核心流(Kernel Flows)启发的流程适用于优化单参数核心。 • 拟合单个核心参数能够带来性能提升和诊断能力。
Keyword:
MSPC
Kernel PCA
Kernel PCR
Kernel flows

期刊

Journal of Process Control 封面图
Journal of Process Control
IF:
3.9
论文数:
3.5K
被引数:
7.3K

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