TY - JOUR
T1 - Toward self-manageable and adaptive industrial cyber-physical systems with knowledge-driven autonomic service management
AU - Dai, Wenbin
AU - Dubinin, Victor N.
AU - Christensen, James H.
AU - Vyatkin, Valeriy
AU - Guan, Xinping
PY - 2017/4/1
Y1 - 2017/4/1
N2 - An increasingly important goal of industrial automation systems is to continuously optimize physical resource utilization such as materials. Distributed automation is seen as one enabling technology for achieving this goal, in which networking controller nodes collaborate in a peer-to-peer way to form a new paradigm, namely industrial cyber-physical systems (iCPS). In order to achieve rapid response to changes from both high-level control systems and plant environment, the proposed self-manageable agent relies on the use of the service-oriented architecture (SOA) that improves flexibility and interoperability. It is enhanced by the autonomic service management (ASM) to implement software modifications in a fully automatic manner, thus achieving self-manageable and adaptive iCPS. The architecture design of the ASM is provided and integration with SOA-based execution environment is illustrated. Preliminary tests on self-management are completed using a case study of an airport baggage handling system.
AB - An increasingly important goal of industrial automation systems is to continuously optimize physical resource utilization such as materials. Distributed automation is seen as one enabling technology for achieving this goal, in which networking controller nodes collaborate in a peer-to-peer way to form a new paradigm, namely industrial cyber-physical systems (iCPS). In order to achieve rapid response to changes from both high-level control systems and plant environment, the proposed self-manageable agent relies on the use of the service-oriented architecture (SOA) that improves flexibility and interoperability. It is enhanced by the autonomic service management (ASM) to implement software modifications in a fully automatic manner, thus achieving self-manageable and adaptive iCPS. The architecture design of the ASM is provided and integration with SOA-based execution environment is illustrated. Preliminary tests on self-management are completed using a case study of an airport baggage handling system.
KW - Autonomic service management (ASM)
KW - flexibility
KW - IEC 61499 function blocks
KW - industrial cyber-physical systems (iCPS)
KW - interoperability
KW - ontology web language (OWL)
KW - self-management
KW - semantic query-enhanced web rule language (SQWRL)
KW - semantic web rule language (SWRL)
KW - service-oriented architecture (SOA)
UR - http://www.scopus.com/inward/record.url?scp=85018170448&partnerID=8YFLogxK
U2 - 10.1109/TII.2016.2595401
DO - 10.1109/TII.2016.2595401
M3 - Article
AN - SCOPUS:85018170448
SN - 1551-3203
VL - 13
SP - 725
EP - 736
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
IS - 2
M1 - 7523919
ER -