From Ontology to CBE: The Four-Layer Ladder for Flexible Ontology Application
The article distinguishes objective and perspective ontologies, identifies two gaps between static knowledge and dynamic systems, and proposes a four-layer engineering paradigm—Unique Ontology, Perspective Ontology, Component-Based Design, and BIP—to build executable ontology twins for planning and optimization.
