Integrating stochastic discrete constraints in MPC. Application to Home Energy Management System

In this paper, in a Model Predictive Control problem, we tackle the integration of uncertain constraints that belong to discrete set. We propose controller offers solution reformulate stochastic avoid exponential growth scenario tree experienced by existing controllers. The proposed controller’s efficiency is shown benchmarking and comparing it with Multistage Stochastic Programming algorithm context Home Energy Management System. comparison made based on simulations using real-life data manage energy flow within building connected electricity feeder, which random character involves its availability nonavailability.