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Multi-Paradigm Modelling Approaches for Cyber-Physical Systems

Editat de Bedir Tekinerdogan, Dominique Blouin, Hans Vangheluwe, Miguel Goulão, Paulo Carreira, Vasco Amaral
en Limba Engleză Paperback – 23 noi 2020
Multi-Paradigm Modelling for Cyber-Physical Systems explores modeling and analysis as crucial activities in the development of Cyber-Physical Systems, which are inherently cross-disciplinary in nature and require distinct modeling techniques related to different disciplines, as well as a common background knowledge. This book will serve as a reference for anyone starting in the field of CPS who needs a solid foundation of modeling, including a comprehensive introduction to existing techniques and a clear explanation of their advantages and limitations. This book is aimed at both researchers and practitioners who are interested in various modeling paradigms across computer science and engineering.

  • Identifies key problems and offers solution approaches as well as tools which have been developed or are necessary for modeling paradigms across cyber physical systems
  • Explores basic theory and current research topics, related challenges, and research directions for multi-paradigm modeling
  • Provides a complete, conceptual overview and framework of the research done by the MPM4CPS working groups and the different types of modeling paradigms developed
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Specificații

ISBN-13: 9780128191057
ISBN-10: 0128191058
Pagini: 314
Ilustrații: Approx. 100 illustrations
Dimensiuni: 191 x 235 x 19 mm
Greutate: 0.54 kg
Editura: ELSEVIER SCIENCE

Cuprins

1. Introduction
Part 1. Ontological framework
2. An ontological foundation for multi-paradigm modelling for cyber-physical Systems
3. A feature-based ontology for cyber-physical systems
4. An ontology for multi-paradigm modelling
5. An integrated ontology for multi-paradigm modelling for cyber-physical Systems
Part 2. Methods and tools
6. Enabling composition of cyber-physical systems with the two-hemisphere model-driven approach
7. Multi-paradigm modelling and co-simulation in prototyping a cyber-physical production system
8. Agent-based cyber-physical systemdevelopment with SEA_ML++
9. CREST – a DSML for hybrid CPSmodelling
Part 3. Case studies
10. Development of an IoT and WSN based CPS using MPM approach: a smart fire detection case study
11. Development of industry oriented cross-domain study programs in cyber-physical systems for Belarusian and Ukrainian universities