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

被引:2
作者
Zhang, Junhui [1 ]
Men, Yuxi [1 ]
Ding, Lizhi [1 ]
Lu, Xiaonan [1 ]
机构
[1] Purdue Univ, W Lafayette, IN 47907 USA
关键词
Alternating direction method of multipliers (ADMMs); optimization; robustness; secondary control; sparsity-promoting distributed averaging-based proportional-integral (DAPI) controllers; STABILITY;
D O I
10.1109/TCST.2024.3374153
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:1512 / 1519
页数:8
相关论文
共 50 条
[21]   Cooperative Adaptive PID-Like Voltage Regulation in Inverter-Based Islanded Microgrids Under Unknown Uncertainties [J].
Caiazzo, Bianca ;
Lui, Dario Giuseppe ;
Petrillo, Alberto ;
Santini, Stefania .
IEEE SYSTEMS JOURNAL, 2023, 17 (03) :4395-4406
[22]   Droop-Free Sliding-Mode Control for Active-Power Sharing and Frequency Regulation in Inverter-Based Islanded Microgrids [J].
Rosero, Carlos Xavier ;
Gavilanez, Milton ;
Mejia-Echeverria, Cosme .
ENERGIES, 2023, 16 (18)
[23]   Distributed Control Subject to Constraints on Control Inputs: a Case Study on Secondary Control of Droop-Controlled Inverter-Based Microgrids [J].
Guo, Fanghong ;
Wen, Changyun .
PROCEEDINGS OF THE 2014 9TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2014, :1119-+
[24]   Adaptive Voltage and Frequency Regulation for Secondary Control via Reinforcement Learning for Islanded Microgrids [J].
Sheida, Kouhyar ;
Seyedi, Mohammad ;
Ferdowsi, Farzad .
2024 IEEE TEXAS POWER AND ENERGY CONFERENCE, TPEC, 2024, :554-559
[25]   Secondary Frequency and Voltage Control of Islanded Microgrids via Distributed Averaging [J].
Simpson-Porco, John W. ;
Shafiee, Qobad ;
Doerfler, Florian ;
Vasquez, Juan C. ;
Guerrero, Josep M. ;
Bullo, Francesco .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (11) :7025-7038
[26]   Distributed Predictive Control for Frequency and Voltage Regulation in Microgrids [J].
Gomez, Juan S. ;
Saez, Doris ;
Simpson-Porco, John W. ;
Cardenas, Roberto .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (02) :1319-1329
[27]   Decentralized safe reinforcement learning for inverter-based voltage control [J].
Cui, Wenqi ;
Li, Jiayi ;
Zhang, Baosen .
ELECTRIC POWER SYSTEMS RESEARCH, 2022, 211
[28]   Resilient Networked Control of Inverter-Based Microgrids against False Data Injections [J].
Khalghani, Mohammad Reza ;
Verma, Vishal ;
Solanki, Sarika Khushalani ;
Solanki, Jignesh M. M. .
ELECTRONICS, 2022, 11 (05)
[29]   A Secondary Control Based on Fuzzy Logic to Frequency and Voltage Adjustments in Islanded Microgrids Scenarios [J].
De Nadai, N. B. ;
Zambroni de Souza, A. C. ;
Costa, J. G. C. ;
Pinheiro, C. A. M. ;
Portelinha Jr, F. M. .
2017 IEEE MANCHESTER POWERTECH, 2017,
[30]   A consensus-based robust secondary voltage and frequency control scheme for islanded microgrids [J].
Hu, Junyan ;
Bhowmick, Parijat .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 116