Title :
A two-time-scale framework to supervisory predictive control of an integrated wind/solar energy generation and water desalination system
Author :
Wei Qi ; Jinfeng Liu ; Christondes, P.D.
Author_Institution :
Dept. of Chem. & Biomol. Eng., Univ. of California, Los Angeles, CA, USA
fDate :
June 29 2011-July 1 2011
Abstract :
This work proposes a two-time-scale framework for the design of a supervisory predictive control system for long-term optimal management and operation of an integrated wind-solar energy generation and reverse-osmosis (RO) water desalination system. Specifically, we design the supervisory control system via model predictive control (MPC) which coordinates the wind and solar subsystems as well as a battery bank to provide enough energy to the RO subsystem. In the supervisory MPC design, a two-time-scale property of the dynamics of the integrated system is taken advantage of to improve the computational efficiency of the control problem formulation. Furthermore, optimality considerations on system operation and energy savings are taken into account via appropriate constraints in the supervisory controller formulation. Simulations are carried out to illustrate the applicability and effectiveness of the proposed supervisory predictive control design.
Keywords :
desalination; power generation control; power generation economics; predictive control; solar power stations; wind power plants; integrated wind-solar energy generation; long-term optimal management; model predictive control; reverse-osmosis; solar subsystems; supervisory control system; supervisory predictive control; two-time-scale framework; water desalination system; wind subsystems; Batteries; Desalination; Storage tanks; Supervisory control; Upper bound; Wind energy generation; Wind forecasting;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5991319