A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems.
Dominik BraunTimo MüllerNada SahlabNasser JazdiWolfgang SchlöglMichael WeyrichPublished in: ETFA (2022)
Keyphrases
- pattern mining
- manufacturing systems
- knowledge representation
- petri net
- manufacturing environment
- frequent pattern mining
- mining algorithm
- pattern discovery
- data mining
- manufacturing processes
- graph mining
- interesting patterns
- multi relational
- frequent patterns
- complex systems
- sequential patterns
- itemsets
- data mining techniques
- shop floor
- sequential pattern mining
- subgroup discovery
- frequent itemset mining
- discovering frequent
- machine learning
- logic programming
- knowledge base
- semantic web
- multi dimensional
- manufacturing process
- manufacturing cell
- semi supervised
- mining frequent
- closed patterns
- holonic manufacturing systems
- heuristic search
- search space
- data structure
- metadata
- manufacturing enterprises