Cyber-physical systems modelling and implementation - course description
General information
Course name
Cyber-physical systems modelling and implementation
Course ID
11.3-WE-INFD-C-PSMabdI-Er
Faculty
Faculty of Engineering and Technical Sciences
Field of study
computer science
Education profile
academic
Level of studies
Second-cycle Erasmus programme
Beginning semester
summer term 2024/2025
Course information
Semester
2
ECTS credits to win
6
Course type
obligatory
Teaching language
english
Author of syllabus
dr inż. Grzegorz Bazydło
Classes forms
The class form
Hours per semester (full-time)
Hours per week (full-time)
Hours per semester (part-time)
Hours per week (part-time)
Form of assignment
Lecture
15
1
-
-
Credit with grade
Laboratory
30
2
-
-
Credit with grade
Project
15
1
-
-
Credit with grade
Aim of the course
Familiarize students with the designing methods of a control part of a cyber-physical system.
Shaping basic skills for specification, analysis, and implementation of a control part of cyber-physical systems.
Prerequisites
Fundamentals of digital system design.
Scope
Introduction: cyber-physical system (CPS), control part of the CPS, smart systems, Internet of Things (IoT), embedded and distributed CPSs.
The general designing flow of a control part of the CPS: modelling, analysis (including validation and verification), implementation and hardware verification.
Graphical specification methods of a control part of the CPS: FSM, Petri net (including interpreted Petri nets), UML diagrams.
Methods of the analysis of a control part of the CPS: validation, formal verification, concurrency (state space analysis), and sequentiality analysis. The computational complexity of the algorithms for the CPS control part analysis.
Modelling and decomposition of the CPS control algorithm: decomposition into state machine components, decomposition methods.
Implementation of the CPS control algorithm: logic synthesis and implementation, system description in the hardware description languages (e.g., VHDL, Verilog) and programming languages (e.g., C/.C++), physical implementation in the FPGA device and microcontrollers (e.g., Arduino).
Static and dynamic partial reconfiguration of the already implemented CPS control algorithm (with and without system stop), design framework of the CPS control part for future static and dynamic partial reconfiguration of the control module of the CPS.
Teaching methods
Lecture: conventional lecture, discussion.
Laboratory: laboratory exercises, work in groups.
Project: project method.
Learning outcomes and methods of theirs verification
Outcome description
Outcome symbols
Methods of verification
The class form
Assignment conditions
Lecture – the passing condition is to obtain a positive mark from the final test (written or oral).
Laboratory – the passing condition is to obtain positive marks from the laboratory exercises to be planned during the semester.
Project – the passing condition is to obtain a positive mark from the projects conducted during the semester.
Final mark components: lecture 30% + laboratory 40% + project 30%.
Recommended reading
E. A. Lee, S. A. Seshia, Introduction to Embedded Systems: A Cyber-Physical Systems Approach, Cambridge, MA, USA:MIT Press, 2017.
W. Reisig, Petri Nets: An Introduction, Berlin, Germany:Springer-Verlag, 2012.
R. Wiśniewski, Prototyping of Concurrent Control Systems Implemented in FPGA Devices, Cham, Switzerland:Springer, 2017.
R. Wiśniewski, G. Bazydło, L. Gomes, A. Costa, "Dynamic partial reconfiguration of concurrent control systems implemented in FPGA devices", IEEE Trans. Ind. Informat., vol. 13, no. 4, pp. 1734-1741, Aug. 2017.
E. Best, R. Devillers, M. Koutny, Petri Net Algebra, Berlin, Germany:Springer-Verlag, 2013.
L. Gomes, F. Moutinho, F. Pereira, "IOPT-tools - A Web based tool framework for embedded systems controller development using Petri nets", Proc. 23rd Int. Conf. Field Program. Logic Appl., pp. 1, Sep. 2013.
Z. Li, N. Q. Wu, M. C. Zhou, "Deadlock control of automated manufacturing systems based on Petri nets - A literature review", IEEE Trans. Syst. Man Cybern. C Appl. Rev., vol. 42, no. 4, pp. 437-462, Jul. 2012.
M. Zhou, N. Q. Wu, System Modeling and Control With Resource-Oriented Petri Nets, Boca Raton, FL, USA:CRC Press, 2009.
I. Grobelna, "Model checking of reconfigurable FPGA modules specified by Petri nets", J. Syst. Archit., vol. 89, pp. 1-9, Sep. 2018.
Notes
Modified by dr inż. Grzegorz Bazydło (last modification: 10-04-2024 20:58)