A framework to canonicalize manufacturing service capability models

•We propose an OWL-based ontology design pattern based canonicalization framework.•The framework streamlines the OWL-based semantic mediation process.•It decomposes the mapping task.•The resulting mapping statements are simple to comprehend and maintain.•The canonicalization circumvents OWL limitation and increases reasoning performance.