Distributed Secondary Voltage Control of Islanded Microgrids Based on RBF-Neural-Network Sliding-Mode Technique

被引:38
作者
Shen, Xueqiang [1 ]
Wang, Haiqing [1 ]
Li, Jian [1 ]
Su, Qingyu [1 ]
Gao, Lan [1 ]
机构
[1] Northeast Elect Power Univ, Sch Automat Engn, Jilin 132012, Jilin, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
中国国家自然科学基金;
关键词
Islanded microgrids; secondary voltage control; distributed; RBF-neural-network sliding-mode control; INVERTER-BASED MICROGRIDS; FREQUENCY CONTROL; STABILITY; SYSTEMS;
D O I
10.1109/ACCESS.2019.2915509
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The secondary voltage control problem of inverter-based islanded microgrid (MG) is proposed in this paper. First, the dynamics of the distributed generation (DG) with primary control is analyzed and modeled. Then, an RBF-neural-network (RBF-NN) sliding-mode controller is designed to eliminate the voltage deviation caused by primary control. The output voltage of all DGs can restore to a reference value and remains stable. Finally, taking an MG consisting of four DGs as an example, the experimental results validate the designed secondary control strategy.
引用
收藏
页码:65616 / 65623
页数:8
相关论文
共 28 条
[11]   Distributed Multi-DER Cooperative Control for Master-Slave-Organized Microgrid Networks With Limited Communication Bandwidth [J].
Lai, Jingang ;
Lu, Xiaoqing ;
Yu, Xinghuo ;
Yao, Wei ;
Wen, Jinyu ;
Cheng, Shijie .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (06) :3443-3456
[12]   Droop-Based Distributed Cooperative Control for Microgrids With Time-Varying Delays [J].
Lai, Jingang ;
Zhou, Hong ;
Lu, Xiaoqing ;
Yu, Xinghuo ;
Hu, Wenshan .
IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (04) :1775-1789
[13]   Sensor fault detection and estimation for switched power electronics systems based on sliding mode observer [J].
Li, Jian ;
Pan, Kunpeng ;
Su, Qingyu .
APPLIED MATHEMATICS AND COMPUTATION, 2019, 353 :282-294
[14]   Backstepping and Sliding-Mode Techniques Applied to Distributed Secondary Control of Islanded Microgrids [J].
Li, Jian ;
Zhang, Dezhen .
ASIAN JOURNAL OF CONTROL, 2018, 20 (03) :1288-1295
[15]   A control strategy for microgrid inverters based on adaptive three-order sliding mode and optimized droop controls [J].
Liu, Yancheng ;
Zhang, Qinjin ;
Wang, Chuan ;
Wang, Ning .
ELECTRIC POWER SYSTEMS RESEARCH, 2014, 117 :192-201
[16]   Distributed Model Predictive Secondary Voltage Control of Islanded Microgrids With Feedback Linearization [J].
Lou, Guannan ;
Gu, Wei ;
Sheng, Wanxing ;
Song, Xiaohui ;
Gao, Fei .
IEEE ACCESS, 2018, 6 :50169-50178
[17]   Distributed MPC-Based Secondary Voltage Control Scheme for Autonomous Droop-Controlled Microgrids [J].
Lou, Guannan ;
Gu, Wei ;
Xu, Yinliang ;
Cheng, Ming ;
Liu, Wei .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (02) :792-804
[18]   Distributed Secondary Voltage and Frequency Control for Islanded Microgrids With Uncertain Communication Links [J].
Lu, Xiaoqing ;
Yu, Xinghuo ;
Lai, Jingang ;
Guerrero, Josep M. ;
Zhou, Hong .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (02) :448-460
[19]   Adaptive intelligent techniques for microgrid control systems: A survey [J].
Mahmoud, Magdi S. ;
Alyazidi, Nezar M. ;
Abouheaf, Mohamed I. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2017, 90 :292-305
[20]   Trends in Microgrid Control [J].
Olivares, Daniel E. ;
Mehrizi-Sani, Ali ;
Etemadi, Amir H. ;
Canizares, Claudio A. ;
Iravani, Reza ;
Kazerani, Mehrdad ;
Hajimiragha, Amir H. ;
Gomis-Bellmunt, Oriol ;
Saeedifard, Maryam ;
Palma-Behnke, Rodrigo ;
Jimenez-Estevez, Guillermo A. ;
Hatziargyriou, Nikos D. .
IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (04) :1905-1919