Abstract
Smart CPSs (S-CPSs) have been evolving beyond what was identified by the traditional definitions of CPSs. The objective of our research is to investigate the concepts and implementations of S-CPSs, and more specifically, the frameworks proposed for the fuzzy front end of their reasoning processes. The objectives of the paper are: (i) overview of the various framework concepts and implementations in the context of S-CPS, and (ii) analyze the presented frameworks from the points of view of reasoning processes of S-CPSs that included the concepts of structuring knowledge, building awareness, situated reasoning, decision making, and system adaptation. Our major findings are: (i) model-based and composability approaches do not support a development of S-CPSs; (ii) awareness and adaptation behaviors are considered as system level characteristics of S-CPSs that are not achieved by traditional design approaches; (iii) a new framework development should support a compositional design for reasoning in S-CPS. Based on the findings above, we argue that a development of S-CPSs should be supported by a proper framework development for compositional design of smart reasoning and coping with the challenges of compositionality requires both software-level integration and holistic fusion of knowledge by means of semantic transformations. It needs further investigation if a compositionality enabling framework should appear in the form of a meta-framework (abstract) or in the form of a semantically integrated (concrete) framework.
Original language | English |
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Title of host publication | Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0 |
Subtitle of host publication | Proceedings of the 25th ISPE Inc. International Conference on Transdisciplinary Engineering |
Editors | M. Peruzzini, M. Pellicciari, C. Bil, J. Stjepandić, N. Wognum |
Place of Publication | Amsterdam |
Publisher | IOS Press |
Pages | 82-92 |
Number of pages | 11 |
ISBN (Electronic) | 978-1-61499-898-3 |
ISBN (Print) | 978-1-61499-897-6 |
DOIs | |
Publication status | Published - 2018 |
Event | 25th ISPE Inc. International Conference on Transdisciplinary Engineering - Modena, Italy Duration: 3 Jul 2018 → 6 Jul 2018 Conference number: 25th |
Publication series
Name | Advances in Transdisciplinary Engineering |
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Publisher | IOS Press |
Volume | 7 |
Conference
Conference | 25th ISPE Inc. International Conference on Transdisciplinary Engineering |
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Country/Territory | Italy |
City | Modena |
Period | 3/07/18 → 6/07/18 |
Keywords
- Cyber-physical systems
- system smartness
- framework development
- smart reasoning platforms
- reasoning mechanisms