Development of software solutions for industrial IoT systems
Data is displayed for academic year: 2023./2024.
Lecturers
Course Description
Skill offers students the opportunity to learn about IIOT solutions, industrial communication protocols for the exchange of process data in real-time applications for visualization and industrial process control as well as the concept of a digital twin. Students will learn to apply next-generation development platforms used in industrial environments. Basic and advanced concepts of development and scripting of SCADA system functionality in Python, JavaScript and cloud computing technologies will be covered. In addition, the possibilities of integration of advanced technological concepts (augmented and mixed realities) and the application of machine learning and artificial intelligence in technological processes and industrial plants will be presented.
Study Programmes
University graduate
[FER3-HR] Computing - study
Skills
(1. semester)
(3. semester)
[FER3-HR] Electrical Engineering and Information Technology - study
Skills
(1. semester)
(3. semester)
[FER3-HR] Information and Communication Technology - study
Skills
(1. semester)
(3. semester)
[FER2-HR] Computer Engineering - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Computer Science - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Control Engineering and Automation - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Electrical Engineering Systems and Technologies - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Electrical Power Engineering - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Electronic and Computer Engineering - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Electronics - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Information Processing - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Software Engineering and Information Systems - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Telecommunication and Informatics - profile
Skills
(1. semester)
(3. semester)
[FER2-HR] Wireless Technologies - profile
Skills
(1. semester)
(3. semester)
Forms of Teaching
Lectures
Lectures
Partial e-learningMixed e-learning
Field workField work
Independent assignmentsProject
Grading Method
Continuous Assessment | Exam | |||||
---|---|---|---|---|---|---|
Type | Threshold | Percent of Grade | Threshold | Percent of Grade | ||
Seminar/Project | 0 % | 50 % | 0 % | 0 % | ||
Mid Term Exam: Written | 0 % | 25 % | 0 % | |||
Final Exam: Written | 0 % | 25 % | ||||
Exam: Oral | 100 % |
Week by Week Schedule
- Introductory considerations on the course: review of teaching units, organization of teaching and exams. Introduction to supervision, management and control of industrial processes
- Software architecture of control and monitoring applications (on-premises, hybrid-cloud)
- Communication protocols in IIOT environment (IEC 61850, Modbus, OPC UA
- Workshop - Minimal SCADA App (SPA Modbus Client)
- Introduction to the concept of digital twins in industrial automation
- Application Case Workshop - Microgrid Digital Twin
- Project assignment
- Mid-term exams
- Introduction to the application of AI / ML techniques on process data in control and monitoring applications
- Application Case Workshop - Power Consumption Forecast
- Introduction to the application of AR / MR technologies on process data in control and monitoring applications
- Application case workshop - AR visualization of Smart Grid plant in real time
- Cyber security of industrial automation systems
- COSS in industrial automation - business view
- Demonstration of project task solution
Literature
For students
General
ID 229230
Winter semester
3 ECTS
L1 English Level
L2 e-Learning
30 Lectures
0 Seminar
0 Exercises
15 Laboratory exercises
0 Project laboratory
Grading System
Excellent
Very Good
Good
Sufficient