Adaptive DMPC-Based Frequency and Voltage Control for Microgrid Deploying a Novel EV-Based Virtual Energy Router

被引:0
作者
Feng, Kuo [1 ]
Liu, Chunhua [1 ]
机构
[1] City Univ Hong Kong, Sch Energy & Environm, Hong Kong, Peoples R China
来源
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION | 2024年 / 10卷 / 03期
关键词
Voltage control; Microgrids; Frequency control; Transportation; Vehicle dynamics; Power supplies; Impedance; Distributed model predictive control (DMPC); electric vehicle (EV)-based virtual energy router (VER); islanded microgrid; virtual synchronous generator (VSG); ISLANDED MICROGRIDS; ELECTRIC VEHICLES; DISTRIBUTED MPC; V2G;
D O I
10.1109/TTE.2023.3319109
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The widespread use of electric vehicles (EVs) has introduced many mobile energy storage devices to the power grid. Originally, this article first proposes a novel concept of an EV-based virtual energy router (VER). Through utilizing the energy storage and mobility capabilities of EVs, EV-based VERs can dynamically share power supply within microgrids by adaptive frequency and voltage regulation. Based on the grid-forming role of EV-based VERs, an adaptive distributed model predictive control (DMPC) is proposed for frequency and voltage regulation. First, a discrete predictive model is built based on the primary control with virtual inertia. Adaptable parameters are adopted to accommodate the variable capacity of EV-based VERs. Second, a centralized MPC scheme is designed to achieve accurate dynamic power sharing, frequency restoration, and voltage restoration. Third, the DMPC framework is proposed to decompose the centralized MPC by the designed correction multipliers, which can relax dynamic power sharing constraints. Finally, we analyze the convergence of the distributed algorithm and the stability of the dual-rate sampling system, formed by the adaptive primary control and DMPC-based secondary control. The simulations and experiments verify the effectiveness of the proposed control.
引用
收藏
页码:4978 / 4989
页数:12
相关论文
共 26 条
[1]   An Enhanced Distributed Event-Triggered Mechanism of Cyber-Switched Communications for Control of Islanded AC Microgrids [J].
Alizadeh, Morteza ;
Abyaneh, Hossein A. ;
Rouzbehi, Kumars .
IEEE SYSTEMS JOURNAL, 2023, 17 (01) :1501-1511
[2]   Control Scheme for Negative-Sequence Voltage Compensation and Current Sharing in Inverter-Based Grid-Connected Microgrids [J].
Castilla, Miguel ;
Velasco, Manel ;
Miret, Jaume ;
Borrell, Angel ;
Guzman, Ramon .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2022, 37 (06) :6556-6567
[3]   A PROXIMAL-BASED DECOMPOSITION METHOD FOR CONVEX MINIMIZATION PROBLEMS [J].
CHEN, G ;
TEBOULLE, M .
MATHEMATICAL PROGRAMMING, 1994, 64 (01) :81-101
[4]   Coordinated Energy Dispatch of Autonomous Microgrids With Distributed MPC Optimization [J].
Du, Yigao ;
Wu, Jing ;
Li, Shaoyuan ;
Long, Chengnian ;
Onori, Simona .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (09) :5289-5298
[5]   Multi-Rate Sampling Control Design and Stability Analysis for Frequency and Voltage Regulation in Islanded Microgrids [J].
Feng, Kuo ;
Liu, Chunhua .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14 (01) :704-716
[6]   Distributed Hierarchical Control for Fast Frequency Restoration in VSG-Controlled Islanded Microgrids [J].
Feng, Kuo ;
Liu, Chunhua .
IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY, 2022, 3 :496-506
[7]   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
[8]   A Distributed MPC to Exploit Reactive Power V2G for Real-Time Voltage Regulation in Distribution Networks [J].
Hu, Jindi ;
Ye, Chengjin ;
Ding, Yi ;
Tang, Jinjiang ;
Liu, Si .
IEEE TRANSACTIONS ON SMART GRID, 2022, 13 (01) :576-588
[9]   Coordinated Power Control of Electric Vehicles for Grid Frequency Support: MILP-Based Hierarchical Control Design [J].
Kaur, Kuljeet ;
Kumar, Neeraj ;
Singh, Mukesh .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (03) :3364-3373
[10]   Vehicle-to-grid power fundamentals: Calculating capacity and net revenue [J].
Kempton, W ;
Tomic, J .
JOURNAL OF POWER SOURCES, 2005, 144 (01) :268-279