Case Studies

This chapter presents multiple case studies that apply the simulation techniques covered in the course to real-world problems.

Title	Description
🦠 Epidemic Modelling	Simulation of epidemic spread using the SIR and SEIR model
🌫️ Air Pollution Monitoring	Simulating correlated air pollutant levels using multivariate normal
📈 Portfolio Risk Simulation	Simulating portfolio returns using copulas to model dependence
🚗 EV Charging Bays Simulation	Simulating an M/M/c queue for an EV charging station
🚥 Traffic Flow Simulation	Simulating traffic flow using time series and stochastic models
💡 Estimating Household Energy Savings	Using Gibbs sampling to estimate energy savings from a sustainability program

More case studies will be added in future iterations of the course.