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Simulação Industrial

Código 15353
Ano 3
Semestre S1
Créditos ECTS 6
Carga Horária TP(60H)
Área Científica Engenharia e Gestão Industrial
Learning outcomes 1. Understand the stochastic nature of real systems.
2. Learn modeling techniques and tools for stochastic systems.
3. Be able to use simulation software tools to model a system and to estimate performance measures of the system.
4. Be able to present the results of the modeling process in a non-technical presentation.
5. To gain practical and applied experience in the use of simulation tools.
Syllabus 1. Random numbers;
2. Discrete simulation and manual simulation of simple systems;
3. Queue models;
4. State spaces and state transition probabilities;
5. Simulation of queues and manufacturing systems;
6. Markov analysis in continuous time of production systems;
7. Statistical analysis of simulated data;
8. Generation of discrete and continuous random variables;
9. Analysis of input data;
10. Statistical techniques of verification and validation;
11. Analysis of results;
12. Development of simulation models with the Arena software.
Teaching Methodologies and Assessment Criteria The teaching method is based on four different approaches:
- Lectures.
- Practical classes.
- Analysis of case studies.
- Monitoring of development work (programming and execution of simulations).
Main Bibliography Feldman, R. M., Curry, G. L. (2008). Manufacturing Systems Modelling and Analysis. Springer-Verlag.
Ross, S. (2006). Simulation, Fourth Edition. Elsevier Inc.
Kelton, W. D., Rondall, P. S., & Swets, N.B. (2007). Simulation with Arena (McGraw-Hill Series in Industrial Engineering and Management).
Law, A.M. (2006). Simulation Modelling and Analysis. McGraw-Hill Series in Industrial Engineering and Management.
D.M. Nicol, Banks, J., Carson, J. S., & Nelson, B. L. (2000). Discrete-Event System Simulation. Englewood Cliffs, NJ, USA: Prentice hall.
Rossetti, M. D. (2016). Simulation Modeling and Arena, Second Edition. John Wiley & Sons, Inc.
Language Portuguese. Tutorial support is available in English.

Regente

Imagem d@ Gerardo José Osório da Silva [Ficheiro Local]
 Gerardo José Osório da Silva

Curso

Engenharia e Gestão Industrial
Data da última atualização: 2025-01-08
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