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Model analysis and real-time implementation of model predictive control for railway power flow controller

机译:铁路潮流控制器的模型预测控制模型分析与实时实现

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摘要

Railway power flow controllers (RPFCs) are known as a power electronics based full-fledged compensator in the field of electric railway systems (ERSs). They have attracted experts attention over the last years due to their outstanding performance in dealing with power quality (PQ) problems. The complexity, randomness and uncertainty characteristic of ERS and traction loads have led the control of RPFC to be difficult. In this paper, a precise modeling method based on space-state model (SSM) and dynamic switching pattern is presented. Applying the extracted equivalent model and mathematical equations, a modified model predictive control (MMPC) method is proposed to improve the compensation and dynamic performance of RPFC. To eliminate the low frequency oscillation (LFO) and other external disturbance effects, a dual-loop modified d-q frame control is implemented with frequency locked capability. Precise simulations have been provided to verify the modeling and proposed control procedure performance. Moreover, a real-time laboratory setup based on RT-LAB and Opal-RT is provided to confirm the simulation results and theoretical analysis according to the desired specifications of the real ERS.
机译:铁路潮流控制器(RPFC)在电气铁路系统(ERS)领域中被称为基于电力电子技术的成熟补偿器。由于它们在处理电能质量(PQ)问题方面的出色表现,它们在过去几年中引起了专家的关注。 ERS和牵引载荷的复杂性,随机性和不确定性特征导致RPFC的控制变得困难。提出了一种基于空间状态模型和动态切换模式的精确建模方法。利用提取的等效模型和数学方程,提出了一种改进的模型预测控制(MMPC)方法,以提高RPFC的补偿和动态性能。为了消除低频振荡(LFO)和其他外部干扰影响,实现了具有锁频功能的双环路改进型d-q帧控制。提供了精确的仿真来验证建模和建议的控制程序性能。此外,还提供了基于RT-LAB和Opal-RT的实时实验室设置,以根据实际ERS的所需规格确认仿真结果和理论分析。

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