Failure Identification Using Model-Implemented Fault Injection with Domain Knowledge-Guided Reinforcement Learning

The safety assessment of cyber-physical systems (CPSs) requires tremendous effort, as the complexity of cyber-physical systems is increasing. A well-known approach for the safety assessment of CPSs is fault injection (FI). The goal of fault injection is to find a catastrophic fault that can cause th...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Mehrdad Moradi, Bert Van Acker, Joachim Denil
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Subjects:	domain knowledge fault identification fault injection reinforcement learning safety assessment signal temporal logic
Online Access:	https://www.mdpi.com/1424-8220/23/4/2166