Multi-objective model predictive control of doubly-fed induction generators for wind energy conversion

被引:29
|
作者
Hu, Jiefeng [1 ]
Li, Yong [1 ]
Zhu, Jianguo [2 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China
[2] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW, Australia
关键词
wind power plants; asynchronous generators; machine control; predictive control; power grids; wind turbines; maximum power point trackers; switching convertors; reactive power control; numerical analysis; discrete time systems; synchronisation; multiobjective model predictive control scheme; doubly-fed induction generators; wind energy conversion; wind turbine systems; power grid; advanced control techniques; wind power generators; DFIG-based wind power system; MOMPC; system discrete-time model; power converter switching states; voltage vector; cost function; active power; reactive power; control objectives; fast grid synchronisation; smooth grid connection; flexible power regulation; maximum power point tracking; switching frequency reduction; switching loss reduction; nonlinear constraint; numerical simulation; MATLAB; Simulink; DIRECT POWER-CONTROL; DIRECT TORQUE CONTROL; DFIG; MACHINE; EFFICIENCY; CONVERTER; TURBINES; SYSTEM;
D O I
10.1049/iet-gtd.2018.5172
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As large-scale integration of wind systems into the power grid is on the rise, advanced control techniques for wind power generators are highly desired. This paper proposes a simple but effective control technique for doubly fed induction generators (DFIGs) based on the multi-objective model predictive control (MOMPC) scheme. The future behaviors of the DFIGs are predicted by using the system model and the possible converter switching states. The most appropriate vector is then determined by a cost function. By properly modifying the cost function with active and reactive powers as the control objectives, fast grid synchronisation, smooth grid connection, flexible power regulation and maximum power point tracking (MPPT) can be achieved, respectively. In order to reduce the switching frequency for switching loss reduction, a nonlinear constraint is integrated into the cost function. The controller is simple without using any Proportion Integration (PI) regulators, current loops, and switching tables. A numerical simulation of a 2MW system based on MATLAB/Simulink is built to verify the effectiveness of the proposed method. The results show that the proposed method can achieve quicker transient response, better steady-state performance, and lower switching frequency compared to the conventional switching table based direct power control (DPC).
引用
收藏
页码:21 / 29
页数:9
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