FPGA implementation of online finite-set model based predictive control for power electronics

S. Thielemans, T. Vyncke, M. Jacxsens, J. Melkebeek
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引用次数: 5

Abstract

Recently there has been an increase in the use of model based predictive control (MBPC) for power-electronic converters. MBPC allows fast and accurate control of multiple controlled variables for hybrid systems such as a power electronic converter and its load. The computational burden for this control scheme however is very high and often restrictive for a good implementation. This means that a suitable technology and design approach should be used. In this paper the implementation of finite-set MBPC (FS-MBPC) in field-programmable gate arrays (FPGAs) is discussed. The control is fully implemented in programmable digital logic by using a high-level design tool. This allows to obtain very good performances (both in control quality, speed and hardware utilization) and have a flexible, modular control configuration. The feasibility and performance of the FPGA implementation of FS-MBPC is discussed in this paper for a 4-level flying-capacitor converter (FCC). This is an interesting application as FS-MBPC allows the simultaneous control of the output current and the capacitor voltages, yet the high number of possible switch states results in a high computational load. The good performance is obtained by exploiting the FPGA's strong points: parallelism and pipe-lining. In the application discussed in this paper the parallel processing for the three converter phases and a fully pipelined calculation of the prediction stage allow to realize an area-time efficient implementation.
基于有限集模型的电力电子在线预测控制的FPGA实现
近年来,基于模型的预测控制(MBPC)在电力电子变流器中的应用越来越多。MBPC可以快速准确地控制混合系统的多个控制变量,如电力电子转换器及其负载。然而,这种控制方案的计算负担非常高,并且经常限制良好的实现。这意味着应该使用合适的技术和设计方法。本文讨论了有限集MBPC (FS-MBPC)在现场可编程门阵列中的实现。该控制完全实现在可编程数字逻辑通过使用高级设计工具。这允许获得非常好的性能(控制质量,速度和硬件利用率),并具有灵活的模块化控制配置。讨论了用FPGA实现4电平飞电容变换器(FCC)的FS-MBPC的可行性和性能。这是一个有趣的应用,因为FS-MBPC允许同时控制输出电流和电容器电压,但可能的开关状态的高数量导致高计算负载。利用FPGA的并行性和流水线特性,获得了良好的性能。在本文讨论的应用中,转换器三个阶段的并行处理和预测阶段的全流水线计算允许实现区域时间高效的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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