Conceptual Modelling of Hybrid Systems - Structure and Behaviour

Andreea Buga, Atif Mashkoor, Sorana-Tania Nemes, Klaus-Dieter Schewe, Pornpan Songrasop

Research output: Chapter in Book/Report/Conference proceedingConference proceedingspeer-review

Abstract

Complex systems comprising hardware, software, facilities and personnel are gaining more and more importance. Such systems are hybrid, as some components are characterised by continuous behaviour, whereas the behaviour of others is discrete. In this paper we present a concise conceptual model that is capable to capture structure and behaviour of such systems. We show that structural modelling can be based on well-known concepts of the entity-relationship model requiring only some extensions to constraints. We further show that behavioural modelling requires only a careful separation of synchronous and asynchronous interaction and high-level means for the integration of continuous functions. We show that all these concepts can be captured by defining a semantics in hybrid Event-B. The paper illustrates the modelling method by a sophisticated industrial example of a hemodialysis machine.
Original languageEnglish
Title of host publicationModel and Data Engineering , International Conference on Model and Data Engineering MEDI 2017
PublisherSpringer
Pages277-290
Number of pages14
Volume10563
Publication statusPublished - Nov 2017

Publication series

NameLecture Notes in Computer Science (LNCS)

Fields of science

  • 202007 Computer integrated manufacturing (CIM)
  • 102001 Artificial intelligence
  • 102006 Computer supported cooperative work (CSCW)
  • 102010 Database systems
  • 102014 Information design
  • 102015 Information systems
  • 102016 IT security
  • 102022 Software development
  • 102025 Distributed systems
  • 102033 Data mining
  • 502007 E-commerce
  • 505002 Data protection
  • 506002 E-government
  • 509018 Knowledge management

JKU Focus areas

  • Computation in Informatics and Mathematics

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