Title :
Stochastic Model Predictive Control Based Economic Dispatch for Hybrid Energy System Including Wind and Energy Storage Devices
Author :
Yan Zhang;Rui Wang;Tao Zhang;Tianjun Liao;Yajie Liu;Bo Guo
Author_Institution :
Coll. of Inf. Syst. &
Abstract :
In this paper, a stochastic model predictive control (SMPC) approach is proposed to schedule a hybrid energy system (HES) which composes a battery energy storage system (BESS) and a wind farm. The SMPC is used to control the charge and discharge of the BESS to minimize the operation costs and maximum the selling power revenue for the HES owner with considering wind production and electricity price forecast uncertainties. Case study is employed to assess the performance of the SMPC approach and simulation results show that this approach proposed in this paper is effective and feasible.
Keywords :
"Wind power generation","Wind forecasting","Wind farms","Production","Optimization","Energy storage","Power grids"
Conference_Titel :
Computational Intelligence, 2015 IEEE Symposium Series on
Print_ISBN :
978-1-4799-7560-0
DOI :
10.1109/SSCI.2015.181