Toward self-manageable and adaptive industrial cyber-physical systems with knowledge-driven autonomic service management

Wenbin Dai*, Victor N. Dubinin, James H. Christensen, Valeriy Vyatkin, Xinping Guan

*Tämän työn vastaava kirjoittaja

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

56 Sitaatiot (Scopus)

Abstrakti

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.

AlkuperäiskieliEnglanti
Artikkeli7523919
Sivut725-736
Sivumäärä12
JulkaisuIEEE Transactions on Industrial Informatics
Vuosikerta13
Numero2
DOI - pysyväislinkit
TilaJulkaistu - 1 huhtik. 2017
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

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