Braun, Philipp ; Grüne, Lars ; Kellett, Christopher M. ; Weller, Steven R. ; Worthmann, Karl:
Model predictive control of residential energy systems using energy storage & controllable loads.
Department of Mathematics, University of Bayreuth
Bayreuth , 2014 . - 7 S.
MPC_of_RES_enrergy_storage_controllable_load2014braun_gruene_kellett_weller_worthmann.pdf - Preprint
Available under License Deutsches Urheberrechtsgesetz .
Local energy storage and smart energy scheduling can be used to fatten energy profiles with undesirable peaks. Extending a recently developed model to allow controllable loads, we present Centralized and Decentralized Model Predictive Control algorithms to reduce these peaks. Numerical results show that the additional degree of freedom leads to improved performance.