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Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe



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Autore: Carreira Paulo Visualizza persona
Titolo: Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe Visualizza cluster
Pubblicazione: Cham, : Springer Nature, 2020
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Edizione: 1st ed. 2020.
Descrizione fisica: 1 online resource (XX, 285 p. 157 illus., 54 illus. in color.)
Disciplina: 005.1
Soggetto topico: Software engineering
Computer engineering
Internet of things
Embedded computer systems
Special purpose computers
Application software
Computer-aided engineering
Software Engineering
Cyber-physical systems, IoT
Special Purpose and Application-Based Systems
Computer Applications
Computer-Aided Engineering (CAD, CAE) and Design
Soggetto non controllato: Software Engineering
Cyber-physical systems, IoT
Special Purpose and Application-Based Systems
Computer Applications
Computer-Aided Engineering (CAD, CAE) and Design
Open Access
Embedded and cyber-physical systems
Software design engineering
Model-driven software engineering
Modelica
Performance Analysis
Design Languages
System Description Languages
System and Modeling
DEVS
Statecharts
Petri Nets
Multi-Paradigm Modeling
AADL
Concurrency Modeling
Electrical engineering
Cybernetics & systems theory
Expert systems / knowledge-based systems
Information technology: general issues
Computer-aided design (CAD)
Persona (resp. second.): CarreiraPaulo
AmaralVasco
VangheluweHans
Nota di contenuto: Multi-Paradigm Modelling for Cyber-Physical Systems: Foundations -- Bond Graphs: A Unifying Framework for Modelling of Physical Systems -- Modelica: Equation-Based, Object-Oriented Modelling of Physical Systems -- Causal-Block Diagrams: A Family of Languages for Causal Modelling of Cyber-Physical Systems -- DEVS: Discrete-Event Modelling and Simulation for Performance Analysis of Resource-Constrained Systems -- Statecharts: A Formalism to Model, Simulate and Synthesize Reactive and Autonomous Timed Systems -- Petri Nets: A Formal Language to Specify and Verify Concurrent Non-Deterministic Event Systems -- AADL: A Language to Specify the Architecture of Cyber-Physical Systems -- FTG+PM: Describing Engineering Processes in Multi-Paradigm Modelling.
Sommario/riassunto: This open access book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS). Highlighting the cross-disciplinary nature of CPS modelling, it also serves as a bridge for anyone entering CPS from related areas of computer science or engineering. Truly complex, engineered systems—known as cyber-physical systems—that integrate physical, software, and network aspects are now on the rise. However, there is no unifying theory nor systematic design methods, techniques or tools for these systems. Individual (mechanical, electrical, network or software) engineering disciplines only offer partial solutions. A technique known as Multi-Paradigm Modelling has recently emerged suggesting to model every part and aspect of a system explicitly, at the most appropriate level(s) of abstraction, using the most appropriate modelling formalism(s), and then weaving the results together to form a representation of the system. If properly applied, it enables, among other global aspects, performance analysis, exhaustive simulation, and verification. This book is the first systematic attempt to bring together these formalisms for anyone starting in the field of CPS who seeks solid modelling foundations and a comprehensive introduction to the distinct existing techniques that are multi-paradigmatic. Though chiefly intended for master and post-graduate level students in computer science and engineering, it can also be used as a reference text for practitioners.
Titolo autorizzato: Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems  Visualizza cluster
ISBN: 3-030-43946-1
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910404112303321
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