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Time-lags-aware distributed predictable feature analysis monitoring approach for large-scale dynamic processes

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Transactions of the Institute of Measurement and Control

Published online on

Abstract

Transactions of the Institute of Measurement and Control, Ahead of Print.
In large-scale dynamic processes, variables often exhibit complex time-lag couplings and sequential redundancy that degrade model performance. However, traditional dynamic distributed approaches overlook the true lag structure during variable division and ...