Gaussian Derivative Change-point Detection for early warnings of industrial system failures

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Hao Zhao, Rong Pan

Published: 01 Jan 2025, Last Modified: 10 Feb 2025Reliab. Eng. Syst. Saf. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The GDCPD employs Gaussian derivative processes for precise process change detection in manufacturing systems.•The threshold-based online monitoring system integrates CPD and an early warning mechanism.•The RUL prediction after failure warning is enhanced with LSTM networks.