Modelling Hybrid Programs with Event-B

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

Abstract

Hybrid systems are one of the most common mathematical models for Cyber-Physical Systems (CPSs). They combine discrete dynamics represented by state machines or finite automata with continuous behaviors represented by differential equations. The measurement of continuous behaviors is performed by sensors. When these sensors have a continuous access to these measurements, we call such model an Event-Triggered model. The properties of this model are easier to prove, while its implementation is difficult in practice. Therefore, it is preferable to introduce a more realistic model, called Time-Triggered model, where the sensors take periodic measurements. Contrary to Event-Triggered models, Time-Triggered models are much easier to implement, but much more difficult to verify. Based on the differential refinement logic (dRL), a dynamic logic for refinement relations on hybrid systems, it is possible to prove that a Time-Triggered model refines an Event-Triggered model. The major limitation of such logic is that it is not supported by any prover. In this paper, we propose a correct-by-construction approach that implements the reasoning on hybrid programs particularly the reasoning of dRL in Event-B to take advantage of its associated tools.

Original languageEnglish
Title of host publicationRigorous State-Based Methods - 7th International Conference, ABZ 2020, Proceedings
EditorsAlexander Raschke, Dominique Méry, Frank Houdek
PublisherSpringer
Pages139-154
Number of pages16
ISBN (Print)9783030480769
DOIs
Publication statusPublished - 1 Jan 2020
Event7th International Conference on Rigorous State-Based Methods, ABZ 2020 - Ulm, Germany
Duration: 27 May 202029 May 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12071 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference7th International Conference on Rigorous State-Based Methods, ABZ 2020
Country/TerritoryGermany
CityUlm
Period27/05/2029/05/20

Keywords

  • Cyber-Physical Systems
  • Differential refinement logic
  • Event-B
  • Hybrid systems
  • Refinement

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