Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe.
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 o...
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Place / Publishing House: | Cham : : Springer International Publishing :, Imprint: Springer,, 2020. |
Year of Publication: | 2020 |
Edition: | 1st ed. 2020. |
Language: | English |
Physical Description: | 1 online resource (XX, 285 p. 157 illus., 54 illus. in color.) |
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Carreira, Paulo edt Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe. 1st ed. 2020. Cham Springer Nature 2020 Cham : Springer International Publishing : Imprint: Springer, 2020. 1 online resource (XX, 285 p. 157 illus., 54 illus. in color.) text txt rdacontent computer c rdamedia online resource cr rdacarrier 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. 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. Description based on publisher supplied metadata and other sources. English Software engineering. Computer engineering. Internet of things. Embedded computer systems. Special purpose computers. Application software. Computer-aided engineering. Software Engineering. https://scigraph.springernature.com/ontologies/product-market-codes/I14029 Cyber-physical systems, IoT. https://scigraph.springernature.com/ontologies/product-market-codes/T24080 Special Purpose and Application-Based Systems. https://scigraph.springernature.com/ontologies/product-market-codes/I13030 Computer Applications. https://scigraph.springernature.com/ontologies/product-market-codes/I23001 Computer-Aided Engineering (CAD, CAE) and Design. https://scigraph.springernature.com/ontologies/product-market-codes/I23044 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) 3-030-43945-3 Carreira, Paulo. editor. edt http://id.loc.gov/vocabulary/relators/edt Amaral, Vasco. editor. edt http://id.loc.gov/vocabulary/relators/edt Vangheluwe, Hans. editor. edt http://id.loc.gov/vocabulary/relators/edt |
language |
English |
format |
eBook |
author2 |
Carreira, Paulo. Carreira, Paulo. Amaral, Vasco. Amaral, Vasco. Vangheluwe, Hans. Vangheluwe, Hans. |
author_facet |
Carreira, Paulo. Carreira, Paulo. Amaral, Vasco. Amaral, Vasco. Vangheluwe, Hans. Vangheluwe, Hans. |
author2_variant |
p c pc p c pc p c pc v a va v a va h v hv h v hv |
author2_role |
HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn |
author_sort |
Carreira, Paulo. |
title |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / |
spellingShingle |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / 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. |
title_full |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe. |
title_fullStr |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe. |
title_full_unstemmed |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe. |
title_auth |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / |
title_new |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / |
title_sort |
foundations of multi-paradigm modelling for cyber-physical systems / |
publisher |
Springer Nature Springer International Publishing : Imprint: Springer, |
publishDate |
2020 |
physical |
1 online resource (XX, 285 p. 157 illus., 54 illus. in color.) |
edition |
1st ed. 2020. |
contents |
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. |
isbn |
3-030-43946-1 3-030-43945-3 |
callnumber-first |
Q - Science |
callnumber-subject |
QA - Mathematics |
callnumber-label |
QA76 |
callnumber-sort |
QA 276.758 |
illustrated |
Not Illustrated |
dewey-hundreds |
000 - Computer science, information & general works |
dewey-tens |
000 - Computer science, knowledge & systems |
dewey-ones |
005 - Computer programming, programs & data |
dewey-full |
005.1 |
dewey-sort |
15.1 |
dewey-raw |
005.1 |
dewey-search |
005.1 |
oclc_num |
1155113748 |
work_keys_str_mv |
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is_hierarchy_title |
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems / |
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