Secondary Frequency and Voltage Regulation for Inverter-Based Microgrids: A Sparsity-Promoting DAPI Control Approach

IF 4.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Junhui Zhang;Yuxi Men;Lizhi Ding;Xiaonan Lu
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Abstract

This brief developed a novel sparsity-promoting distributed averaging-based proportional-integral (DAPI) control approach for secondary frequency and voltage regulation in inverter-based microgrids (MGs). In order to enhance the resilience of DAPI controllers and save communication resources, the metric “sparsity” needs to be fully considered without weakening its robustness to load fluctuations when designing the Laplacian matrix. To this end, in our work, a sparsity-promoting optimal linear output-feedback control problem is constructed, and an optimization framework is proposed by minimizing the impact of load fluctuation and cardinality function of the Laplacian matrix. Moreover, the optimization problem is flexible with its constraints which guarantee the basic properties of the Laplacian matrix for DAPI controllers. To solve the optimization problem, an alternating direction method of multipliers (ADMMs) is also developed, and the Laplacian matrix is then obtained. Furthermore, extensive case studies have shown that our approach can reduce the communication links of DAPI controllers effectively, and the robustness of voltage and reactive power sharing to load fluctuations is not weakened.
基于逆变器的微电网的二次频率和电压调节:促进稀疏性的 DAPI 控制方法
本简报针对基于逆变器的微电网(MGs)中的二次频率和电压调节,开发了一种新颖的稀疏性促进分布式平均比例积分(DAPI)控制方法。为了增强 DAPI 控制器的弹性并节省通信资源,在设计拉普拉斯矩阵时,需要充分考虑 "稀疏性 "指标,同时不削弱其对负载波动的鲁棒性。为此,我们在工作中构建了一个促进稀疏性的最优线性输出反馈控制问题,并通过最小化负载波动的影响和拉普拉斯矩阵的卡方函数提出了一个优化框架。此外,优化问题还具有灵活的约束条件,这些约束条件保证了 DAPI 控制器拉普拉斯矩阵的基本特性。为解决优化问题,还开发了一种交替方向乘法(ADMMs),然后得到拉普拉斯矩阵。此外,大量案例研究表明,我们的方法可以有效减少 DAPI 控制器的通信环节,而且电压和无功功率共享对负载波动的鲁棒性并没有减弱。
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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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