Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems
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...
Saved in:
| Format: | Online |
|---|---|
| Language: | English |
| Published: |
Springer Nature
2021
|
| Subjects: | |
| Online Access: | ONIX_20200513_9783030439460_11 |
| Tags: |
No Tags, Be the first to tag this record!
|
| _version_ | 1869517603193487360 |
|---|---|
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-39590 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-395902025-03-24T18:36:56Z Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems Carreira, Paulo Amaral, Vasco Vangheluwe, Hans 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) thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGC Computer-aided design (CAD) 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. 2021-02-10T15:07:00Z 2021-02-10T15:07:00Z 2020-05-13T14:21:18Z 2020 book ONIX_20200513_9783030439460_11 OCN: 1155113748 http://library.oapen.org/handle/20.500.12657/37711 https://directory.doabooks.org/handle/20.500.12854/39590 eng open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/37711/1/2020_Book_FoundationsOfMulti-ParadigmMod.pdf https://library.oapen.org/bitstream/20.500.12657/37711/1/2020_Book_FoundationsOfMulti-ParadigmMod.pdf https://library.oapen.org/bitstream/20.500.12657/37711/1/2020_Book_FoundationsOfMulti-ParadigmMod.pdf Springer Nature Springer 10.1007/978-3-030-43946-0 10.1007/978-3-030-43946-0 9fa3421d-f917-4153-b9ab-fc337c396b5a Springer 285 Cham open access |
| spellingShingle | 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) thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGC Computer-aided design (CAD) Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems |
| title | Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems |
| title_full | Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems |
| title_fullStr | Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems |
| title_full_unstemmed | Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems |
| title_short | Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems |
| title_sort | foundations of multi paradigm modelling for cyber physical systems |
| topic | 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) thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGC Computer-aided design (CAD) |
| topic_facet | 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) thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGC Computer-aided design (CAD) |
| url | ONIX_20200513_9783030439460_11 |