Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models.
Andreas BunteBenno SteinOliver NiggemannPublished in: AAAI (2019)
Keyphrases
- model based diagnosis
- production system
- physical systems
- fault models
- model based reasoning
- machine learning
- diagnostic reasoning
- discrete event systems
- consistency based diagnosis
- dynamic systems
- fault localization
- complex systems
- cyber physical
- production rules
- multistage
- failure diagnosis
- diagnostic process
- data mining
- learning algorithm
- real time
- fault model
- constraint programming
- computational intelligence
- expert systems
- repair actions