Risk-based fault detection using Self-Organizing Map

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Hongyang Yu, Faisal Khan, Vikram Garaniya

Published: 2015, Last Modified: 04 Nov 2025Reliab. Eng. Syst. Saf. 2015EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A new approach based on Self-Organizing Map is proposed to detect faults.•Integration of fault detection with risk assessment methodology.•Fault risk characterization into different levels to enable focused system monitoring.