342-0577/02 – Methods of Transport Prognostics (MDP)

Gurantor departmentInstitute of TransportCredits3
Subject guarantordoc. Ing. Michal Dorda, Ph.D.Subject version guarantordoc. Ing. Michal Dorda, Ph.D.
Study levelundergraduate or graduateRequirementChoice-compulsory
Year1Semestersummer
Study languageCzech
Year of introduction2004/2005Year of cancellation2020/2021
Intended for the facultiesFSIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
DOR028 doc. Ing. Michal Dorda, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Graded credit 2+1
Part-time Graded credit 8+4

Subject aims expressed by acquired skills and competences

The student will get acquainted with selected types of traffic surveys and their evaluation. We will also get acquainted with the issue of measuring dependencies, ie regression and correlation analysis, analysis of time series suitable for forecasting. He will be able to apply these methods to practical tasks.

Teaching methods

Lectures
Tutorials

Summary

The course deals with general prognostic methods and methods specialized for transport. Attention is paid to methods of processing random vectors and the issue of dependencies between its components. The course also includes issues of regression and correlation analysis, time series analysis and other suitable tools.

Compulsory literature:

Briš,R.-Škňouřilová,P.:Statistics I. VŠB-TU Ostrava, 2007. Hill,T.-Lewicki,P.: Statistics : methods and applications : a comprehensive reference for science, insdustry and data mining. StatSoft, Tulsa, 2006, 832 pp. ISBN 1-884233-59-7.

Recommended literature:

Briš,R.-Škňouřilová,P.:Statistics I. VŠB-TU Ostrava, 2007. Hill,T.-Lewicki,P.: Statistics : methods and applications : a comprehensive reference for science, insdustry and data mining. StatSoft, Tulsa, 2006, 832 pp. ISBN 1-884233-59-7.

Way of continuous check of knowledge in the course of semester

Průběžná písemka - celkem max. 40 b Zápočtová písemka - celkem max. 60 b.

E-learning

Other requirements

No other requirements on students are defined.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1) Basic concepts of traffic surveys. 2) Traffic volume survey and its evaluation. 3) Random vector processing. 4) Analysis of two-way tables. 5) Correlation analysis - Pearson and Spearman correlation coefficient. 6) Introduction to regression analysis. 7) Introduction to time series, trend analysis of time series. 8) Selected methods of traffic prognosis.

Conditions for subject completion

Part-time form (validity from: 1960/1961 Summer semester, validity until: 2011/2012 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Graded exercises evaluation Graded credit 100 (100) 0
        Project Project 35  0
        Written exam Written test 65  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (10) Rail Transport P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (20) Road Transport P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (10) Rail Transport K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (20) Road Transport K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2010/2011 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2010/2011 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (10) Rail Transport P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (20) Road Transport P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (10) Rail Transport K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (20) Road Transport K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (10) Rail Transport P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (20) Road Transport P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (40) Air Transport P Czech Ostrava 1 Compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (10) Rail Transport K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (20) Road Transport K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2008/2009 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2008/2009 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner