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A Semantic Agent Framework For Cyber-Physical Systems, Jing Lin, Sahra Sedigh, Ann K. Miller
A Semantic Agent Framework For Cyber-Physical Systems, Jing Lin, Sahra Sedigh, Ann K. Miller
Electrical and Computer Engineering Faculty Research & Creative Works
The development of accurate models for cyber-physical systems (CPSs) is hampered by the complexity of these systems, fundamental differences in the operation of cyber and physical components, and significant interdependencies among these components. Agent-based modeling shows promise in overcoming these challenges, due to the flexibility of software agents as autonomous and intelligent decision-making components. Semantic agent systems are even more capable, as the structure they provide facilitates the extraction of meaningful content from the data provided to the software agents. In this book chapter, we present a multi-agent model for a CPS, where the semantic capabilities are underpinned by sensor …