This is a Markov Chain Monte Carlo simulation program, written in MATLAB, which prompts users to input appropriate data (time-series functions, markov chain order, etc.) and outputs a simulated version of that data. It is a useful tool for generating potential future data (for wind power, wind speed, electricity prices, etc.) which can be used to determine what kind of wind farms, retrofits, etc. should be implemented.
To start the application, run main.m. This will call Pre_MCMC.m, which will display a GUI that takes user inputs to perform the simulation. Sample training data can be found in the data folder.
To modify the elements of the 2nd GUI, call tabpanel('main_GUI.fig','tabs'). This will make the tabs and its contents editable.