Data-adaptive hybrid control for power quality improvement using H-bridge circuit

IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Aeu-International Journal of Electronics and Communications Pub Date : 2024-10-18 DOI:10.1016/j.aeue.2024.155560
Ravi Kumar Majji , Tirumalasetty Chiranjeevi , Radha Kumari N , G krishnaveni
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Abstract

The extraction of fundamental current and controlling the H-bridge circuit, called shunt active power filter (SAPF), for power quality support have always been major research concerns. The effectiveness of a SAPF depends on its fundamental component estimation. In this context, empirical mode decomposition (EMD) is applied to SAPF operations due to its effectiveness in complex signal analysis. Being a data-driven, adaptive tool, EMD decomposes the distorted nonlinear signal into signal- and noise-dominated signals, called intrinsic mode functions (IMFs). However, its exploitation has been hindered by its mode mixing issue. As a remedy, a second-order generalized integrator (SOGI) is integrated with the EMD approach to extract the required fundamental active component of distorted load current. Thus, this work investigates the effect of an EMD-based SOGI hybrid control approach in extracting the fundamental active component of distorted load current. The MATLAB/Simulink results demonstrate the effectiveness of the proposed hybrid control strategy for nonlinear load current generated by the diode bridge rectifier. Furthermore, the simulated results are validated through a real-time simulation result using the OPAL-RT OP4510 test bench. Results are analyzed under sinusoidal and distorted voltage scenarios at the point of common coupling. The simulation results showed that the proposed hybrid control approach provides better active filtering efficiency, support for reactive power, and improved total harmonic distortion, which meets the IEEE 1547-2018 standard.
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利用 H 桥电路改善电能质量的数据自适应混合控制
提取基波电流和控制 H 桥电路(称为并联有源电力滤波器(SAPF))以支持电能质量一直是研究的主要关注点。SAPF 的有效性取决于其基波分量的估计。在这种情况下,经验模式分解(EMD)因其在复杂信号分析中的有效性而被应用于 SAPF 操作。作为一种数据驱动的自适应工具,EMD 将畸变的非线性信号分解为以信号和噪声为主的信号,称为本征模式函数(IMF)。然而,模式混合问题阻碍了 EMD 的应用。作为一种补救措施,二阶广义积分器 (SOGI) 与 EMD 方法相结合,提取出所需的畸变负载电流基波有功分量。因此,这项工作研究了基于 EMD 的 SOGI 混合控制方法在提取畸变负载电流基波有功分量方面的效果。MATLAB/Simulink 结果表明,针对二极管桥整流器产生的非线性负载电流,所提出的混合控制策略非常有效。此外,模拟结果还通过 OPAL-RT OP4510 测试台的实时模拟结果进行了验证。在共耦合点的正弦和畸变电压情况下对结果进行了分析。仿真结果表明,所提出的混合控制方法提供了更好的有源滤波效率,支持无功功率,并改善了总谐波失真,符合 IEEE 1547-2018 标准。
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来源期刊
CiteScore
6.90
自引率
18.80%
发文量
292
审稿时长
4.9 months
期刊介绍: AEÜ is an international scientific journal which publishes both original works and invited tutorials. The journal''s scope covers all aspects of theory and design of circuits, systems and devices for electronics, signal processing, and communication, including: signal and system theory, digital signal processing network theory and circuit design information theory, communication theory and techniques, modulation, source and channel coding switching theory and techniques, communication protocols optical communications microwave theory and techniques, radar, sonar antennas, wave propagation AEÜ publishes full papers and letters with very short turn around time but a high standard review process. Review cycles are typically finished within twelve weeks by application of modern electronic communication facilities.
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