Lyapunov model predictive control to optimise computational burden, reference tracking and THD of three-phase four-leg inverter

被引:5
作者
Dadu, Abdul Mannan [1 ]
Mekhilef, Saad [1 ,2 ,3 ]
Soon, Tey Kok [4 ]
机构
[1] Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab, Kuala Lumpur 50603, Malaysia
[2] King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
[3] Swinburne Univ, Sch Software & Elect Engn, Hawthorn, Vic, Australia
[4] Univ Malaya, Dept Comp Syst & Technol, Power Elect & Renewable Energy Res Lab, Kuala Lumpur 50603, Malaysia
关键词
electric current control; field programmable gate arrays; invertors; Lyapunov methods; predictive control; stability; closed loop systems; harmonic distortion; power electronics; computational burden; reference tracking; power electronic applications; fast dynamic response; C-MPC; Lyapunov MPC method; closed-loop system performance; Lyapunov model equations; L-MPC technique; current tracking error; three-phase four-leg inverter; LabVIEW field programmable gate array; FPGA; total harmonic distortion; THD; Lyapunov model predictive control; rapid prototyping controller; backstepping control method; GRID-CONNECTED INVERTER; RENEWABLE ENERGY-SOURCE; CONTROL STRATEGY; DESIGN; CONVERTER; MPC; VSI;
D O I
10.1049/iet-pel.2018.5732
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
Due to the evolution of high processing microprocessors, the model predictive control (MPC) has been widely used in power electronic applications. In spite of simplicity, flexibility and fast dynamic response, the conventional MPC (C-MPC) has a drawback of computational burden. This study focuses on Lyapunov MPC (L-MPC) method, in which Lyapunov control law is employed in the cost function to minimise the error between the desired control variables and the actual control variables of three-phase four-leg inverter to optimise the closed-loop system performance. The proposed control algorithm takes advantage of a predefined Lyapunov control law which minimises the required calculation time by the Lyapunov model equations just once in each control loop to predict the future variables. L-MPC technique improves the digital speed by 23.8% as compared to C-MPC. It reduces current tracking error and total harmonic distortion (THD) in the variation of inverter control parameters. The stability of the system is established through Lyapunov function with the help of backsteping control method. The LabVIEW field programmable gate array (FPGA) rapid prototyping controller is used to validate the proposed control method. The experimental results showed that the proposed system has better performance as compared to C-MPC.
引用
收藏
页码:1061 / 1070
页数:10
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