Title :
Interfaces and models for the diagnosis of cyber-physical ecosystems
Author :
Klar, Dennis ; Huhn, Michaela
Author_Institution :
Inst. of Theor. Comput. Sci., Tech. Univ. Braunschweig, Braunschweig, Germany
Abstract :
When the multi-agent paradigm is applied to cyber-physical ecosystems, the diagnosis of physical failures and unexpected interference must be handled by the agents´ internal adaptive task planning or external maintenance. In both cases, a profound knowledge of potential dependencies and their run-time manifestations is required. The open, evolutionary aspect of such systems adds to the complexity of failure interaction patterns. As a solution, we propose to adopt techniques from the systemlevel diagnosis of automation systems. By extending existing MAS metamodels with explicit resource and dependency models, an integrated diagnostic knowledge base can be established. The diagnostic viewpoint provides interfaces with enhanced semantics based on causality and symptom propagation and transformation. The formalization enables the checking of diagnostic consistency based on interface compatibility. Results are demonstrated within a smart airport transport scenario.
Keywords :
automation; knowledge based systems; multi-agent systems; MAS metamodel; automation system; causality; cyber-physical ecosystem diagnosis; dependency model; diagnostic consistency checking; explicit resource model; external maintenance; failure interaction pattern; integrated diagnostic knowledge base; interface compatibility; internal adaptive task planning; multiagent paradigm; physical failure diagnosis; smart airport transport scenario; symptom propagation; system-level diagnosis; unexpected interference handling; Airports; Biological system modeling; Ecosystems; Multiagent systems; Protocols; Silicon; Vehicles;
Conference_Titel :
Digital Ecosystems Technologies (DEST), 2012 6th IEEE International Conference on
Conference_Location :
Campione d´Italia
Print_ISBN :
978-1-4673-1702-3
Electronic_ISBN :
2150-4938
DOI :
10.1109/DEST.2012.6227948