Subjects

Graduate

IND2616 - Séries Temporais (Time Series) - Course recognized by IIF, Student Awards Program

Time Series modelling, forecasting and simulation.

Syllabus (in Portuguese)

Syllabus (in English)

IND2600 - Análise e Simulação de Processos (Process Analysis and Simulation)

Stochastic Simulation. Discrete Event Simulation. Time Series Simulation.

Syllabus (in Portuguese)

IND2072 - Special Topics in Industrial Engineering - Variable Renewable Energy Modeling and Simulation

Sources of uncertainty in Time Series. Renewable reanalysis data bases. Simulation, ensemble, quantile and combination forecasting for variable renewable energy (solar and wind).

Syllabus  (in Portuguese)

IND2071 - Special Topics in Industrial Engineering - Resampling Methods for Dependent Data 

Time Series Decomposition Methods. Sources of uncertainty. Bootstrap Methods. Bagging. Scenarios Simulation. Monte Carlo Methods. Time Series Clustering.

Syllabus (in Portuguese)

IND2501 - Métodos Probabilísticos e Modelos de Previsão (Probability, Statistics and Forecasting Methods)

Probability. Statistical Inference. Introduction to Time Series Models.

Syllabus (in Portuguese)

Undergraduate

ENG1538 - Pesquisa Operacional II (Operations Research II)

Introduction to Stochastic Process. Markov Chain Methods. Queueing Theory. Discrete Event Simulation.

Syllabus (in Portuguese)