050-0010/01 – Security Information Technology III. (BI3)

Gurantor departmentDepartment of Civil ProtectionCredits5
Subject guarantordoc. Ing. Pavel Šenovský, Ph.D.Subject version guarantordoc. Ing. Pavel Šenovský, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semesterwinter
Study languageCzech
Year of introduction2010/2011Year of cancellation
Intended for the facultiesFBIIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
SEN76 doc. Ing. Pavel Šenovský, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Combined Credit and Examination 0+14

Subject aims expressed by acquired skills and competences

Basic knowledge in the area of SCADA systems. The synthesis of knowledge from the software support of analyses from various data sources.

Teaching methods

Lectures
Tutorials
Project work

Summary

Students will familiarize themselves with the possibilities of employing the information technologies for database datamining as a useful source of information for an effective decision-making process. They will also familiarize with the rudiments of industrial automation of manufacturing process.

Compulsory literature:

Hastie, T.; Tibshirani, R., Friedman, J. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd ed. Springer, 2009, 745 pp., ISBN978-0387848570

Recommended literature:

Han, J.; Kamber, M., Pei, J. Data Mining: Concepts and Techniques. 3rd ed. Morgan Kaufmann, 2011, 744 pp., ISBN 978-0123814791

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Design of simple visualization of the technological process.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Introduction to Safety informatics III 2. Data mining 3. Data classification 4. Decision rules 5. Decision trees and associative analysis 6. Bayes' theorem and its application 7. Neural networks and data mining 8. Evolutional algorithms and data mining 9. Introduction to industrial automatisation 10. SCADA and its usage 11. Real-time databases and data processing in industrial systems 12. Safety aspects of SCADA usage 13. Actual risks in the area of industrial automatisation

Conditions for subject completion

Full-time form (validity from: 2012/2013 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 45  16
        Examination Examination 55  28
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2019/2020 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2018/2019 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2018/2019 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2017/2018 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2017/2018 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2016/2017 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2016/2017 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2015/2016 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2015/2016 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2014/2015 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2014/2015 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2013/2014 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2013/2014 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2012/2013 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2011/2012 (N3908) Fire Protection and Industrial Safety (3908T002) Safety Engineering P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3908) Fire Protection and Industrial Safety (3908T002) Safety Engineering K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2011/2012 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2010/2011 (N3908) Fire Protection and Industrial Safety (3908T002) Safety Engineering P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N3908) Fire Protection and Industrial Safety (3908T002) Safety Engineering K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2010/2011 (N3908) Fire Protection and Industrial Safety (3908T007) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner