Title :
Switched Model Predictive Control for Energy Dispatching of a Photovoltaic-Diesel-Battery Hybrid Power System
Author :
Bing Zhu ; Tazvinga, Henerica ; Xiaohua Xia
Author_Institution :
Dept. of Electr., Electron. & Comput. Eng., Univ. of Pretoria, Pretoria, South Africa
Abstract :
A new adaptive switched model predictive control (MPC) strategy is designed in this brief for energy dispatching of a photovoltaic-diesel-battery hybrid power system, where the battery is unpermitted to charge and discharge simultaneously. The distinguishing feature of the proposed switched MPC is that, new switched constraints are constructed to describe the different modes (charging and discharging) of the battery, such that the burden of using a switched multiple-input-multiple-output state-space model could be circumvented. Parameters of the battery are unknown constants, and are estimated online with an adaptive updating law. In the switched MPC algorithm, predictive horizon and control horizon vary according to the predefined switching schedule. On the basis of optimization with the switched constraints, receding horizon control is used to obtain the dispatching strategy for the hybrid power system. Performances of the closed-loop system with the proposed switched MPC are verified by simulation results.
Keywords :
MIMO systems; battery storage plants; diesel-electric power stations; hybrid power systems; photovoltaic power systems; power generation control; power generation dispatch; predictive control; adaptive switched MPC strategy; adaptive switched model predictive control strategy; adaptive updating law; charging-discharging mode; closed-loop system; control horizon; dispatching strategy; energy dispatching; online parameter estimation; photovoltaic-diesel-battery hybrid power system; predefined switching schedule; predictive horizon; switched constraints; switched multiple-input-multiple-output state-space model; Batteries; Dispatching; Generators; Hybrid power systems; Optimization; Partial discharges; Switches; Energy dispatch; hybrid power system; model predictive control (MPC); optimization; receding horizon control; receding horizon control.;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2014.2361800