energy management using deep learning-凯发k8网页登录

learn how to control a house heating system using nonlinear model predictive control (mpc) with a data-driven prediction model. in this control problem, try to minimize energy costs while maintaining the house temperature within a certain temperature range by utilizing mpc’s preview and constraint handling capabilities. you will learn how you can train a neural state-space prediction model just in a few lines of code and then use the trained model as the internal prediction model in the nonlinear mpc controller.

download the code and model used in this video: