Python codes to implement explicit and switched MPC using data-driven surrogate models.The python files starting with PDMPC are for generating PDMPC results to train surrogate models.O_results_check a
This is the data related to the PhD thesis "Multi-Level and Learning-Based Model Predictive Control for Traffic Management". The thesis is a collection of four papers, each of which corresponds to one
In this project, an LSTM-based Model Predictive Controller (LSTM-MPC) is designed to have a highly efficient control on the temperature. The resulted dataset is attached, for further considerations.
This research implements a Model Predictive Current Control scheme to monitor the output current for a three-phase, two-level VSC. A Finite State-Model Predictive Current Control technique will be pre
