FPGA-Implementation Friendly Long-Horizon Finite Control Set Model Predictive Control for High-Power Electronic Systems

被引:4
|
作者
Baltruweit, Stefan [1 ]
Liegmann, Eyke [1 ]
Karamanakos, Petros [2 ]
Kennel, Ralph [1 ]
机构
[1] Tech Univ Munich, Chair Elect Drive Syst & Power Elect, D-80333 Munich, Germany
[2] Tampere Univ Technol, Fac Comp & Elect Engn, Tampere 33101, Finland
关键词
D O I
10.1109/ECCE-Asia49820.2021.9479138
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper we present a branch-and-bound algorithm that facilitates the real-time implementation of long-horizon finite control set model predictive control (FCS-MPC) for high-power electronic systems. To achieve this, the optimization process is modified such that the more likely candidates (i.e., the switching sequences with less switching transitions) are explored first. By doing so, computational demanding operations can be efficiently pipelined in a field-programmable gate array (FPGA), rendering the proposed method computationally feasible. The effectiveness of the introduced method is tested both in an FPGA-in-the-loop simulation and with a real-world setup based on a scaled-down low-voltage variable speed drive system consisting of a three-level neutral point clamped inverter and an induction machine. As shown, a real-time implementation with horizon length of twelve is achieved without sacrificing optimality.
引用
收藏
页码:1823 / 1828
页数:6
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