Applications of hybrid model predictive control with computational burden reduction for electric drives fed by 3-phase inverter

被引:5
|
作者
Ratib, Mohamed Khalid [1 ,2 ]
Alkhalaf, Salem [3 ]
Senjyu, Tomonobu [4 ]
Rashwan, Ahmed [1 ]
Mahmoud, Mohamed Metwally [1 ]
Hemeida, Ashraf M. [1 ]
Osheba, Dina [5 ]
机构
[1] Aswan Univ, Fac Energy Engn, Dept Elect Engn, Aswan 81528, Egypt
[2] Univ Wollongong, Fac Engn & Informat Sci, Sch Elect Comp & Telecommun Engn, Wollongong, NSW 2522, Australia
[3] Qassim Univ, Coll Sci & Arts Ar Rass, Dept Comp, Ar Rass 52571, Saudi Arabia
[4] Univ Ryukyus, Fac Engn, Dept Elect & Elect Engn, Nishihara 9030213, Japan
[5] Menoufia Univ, Fac Engn, Dept Elect Engn, Shibin Al Kawm 32511, Egypt
关键词
VSI; Lookup switching table; Modified finite control set-model predictive; control (MFCS-MPC); Drives; TORQUE CONTROL; NPC INVERTER; MOTOR DRIVE; MPC; CONVERTERS; DESIGN; SPEED;
D O I
10.1016/j.asej.2022.102028
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Model predictive control (MPC) is recently emerging as an efficient and promising technique for the con-trol of power converters. In the conventional MPC algorithm, the control objectives are usually estimated and evaluated for a large/definite number of switching states. Since prediction and evaluation are done for all possible states, massive amounts of estimations are needed, moreover, the computational burden is more challenging with the increase of control objectives. In this paper, a computationally efficient ver-sion of the finite control set-MPC (FCS-MPC) is proposed to decrease the calculation effort of the MPC algorithm likewise minimizing its execution time to enforce its vast application for the control of three-phase power converters. The suggested procedure is to eliminate the current predictions as well as reduce the number of available switching states that need to be estimated by the algorithm which reduces considerably the amount of time consumed by these computations. The studied techniques achieved nearly the same performance with an interesting reduction in the algorithm execution time accomplished by the proposed modified FCS-MPC algorithms.(c) 2022 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Ain Shams Uni-versity. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/ by-nc-nd/4.0/).
引用
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页数:17
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