Computational Methods and Tools for Transport Systems

Type of study	Doctoral
Language of instruction	English
Code	342-0972/02
Abbreviation	VMaNpDS
Course title	Computational Methods and Tools for Transport Systems
Credits	10
Coordinating department	Institute of Transport
Course coordinator	prof. Ing. Tomáš Kozubek, Ph.D.

Osnova předmětu

1. Algorithms for dealing with traffic situation
2. Algorithms for modeling and simulation of complex systems
3. Algorithms for extensive data analysis
4. Methodology of complex systems modeling
5. Discrete simulation tasks
6. Tasks of continuous simulation
7. Tasks combined
8. Introduction to neural networks
9. Introduction to High Performance Computing (HPC)
10. Methods for assessing the safety and carrying capacity of transport structures and structures
11. Introduction to Finite Element Method (FEM)
12. Introduction to Software Tools (ANSYS)
13. Solving basic tasks
14. Methods for assessing vehicle aerodynamice
15. Introduction to Final Volume Method (MKV)
16. Introduction to software tools (FLUENT, OpenFOAM)
17. Solving basic tasks

Povinná literatura

Kreuzer, W., System simulation, programming styles and languages, Addison Wesley, 1986.
Leskovec, J., Rajaraman, A., Ullman, J., Mining of Massive Datasets, Cambridge University Press, 2014, .

Cook R. D., Malkus D.S., Plesha M.E., Witt R.J. Concepts and applications of finite element analysis, 4th edition. J. Wiley & Sons, Inc. NY, 2002, p. 719, ISBN 0-471-35605-0.
Zhi-Hua Zhong, Finite Element Procedures for Contact-Impact Problems. Oxford University Press, 1993, p. 371, .
Reddy, J.N., An Introduction Nonlinear Finite Element Analysis, Oxford University Press, 2004, p. 463, ISBN 0-19-852529-X.
Wriggers, P., Nichtlineare Finite-Element Metoden, Springer, 2005, p. 495, ISBN 3-540-67747.
Bhatti,M.A., Advanced Topics in Finite Element Analysis of Structures: with Mathematica and Matlab Computations, Wiley, 2006, p.590, ISBN-13 978-0-471- 64807-9.

Doporučená literatura

van der Aalst, W., van Hee, K., Worklflow Management, Models, Methods, and Systems. MIT Press, 2002.
Guojun Gan, Chaoqun Ma, Jianhong Wu, Data Clustering: Theory, Algorithms, and Applications, SIAM, Society for Industrial and Applied Mathematics, 2007, ISBN 978-0898716238.
Examples for ANSYS solutions: http://www.mece.ualberta.ca/tutorials/ansys/ .

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