Distributed Adaptive Control Framework for Enhanced Voltage and Frequency Regulation in Inverter Interfaced Autonomous Distribution Network

被引:4
|
作者
Pal, Diptak [1 ]
Panigrahi, Bijaya Ketan [1 ]
Bhasin, Shubhendu [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Electr Engn, Delhi 110016, India
来源
IEEE SYSTEMS JOURNAL | 2023年 / 17卷 / 02期
关键词
Adaptive backstepping control; autonomous distribution network; inverter interfaced distributed generators (IIDGs); neural network; optimal distributed secondary control; HIERARCHICAL CONTROL; MICROGRIDS; OPERATION;
D O I
10.1109/JSYST.2022.3215760
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 article presents a unique design method for an adaptive neural network based backstepping-like control (ANNBC) scheme. The technique is employed for synthesizing the primary controller for inverter interfaced distributed generators (IIDGs) integrated to an autonomous distribution network. Further, an optimal distributed secondary control framework is developed for a multiple IIDGs-based autonomous distribution network. The secondary controller facilitates optimal gain selection to regulate the frequency of the system and voltage of the critical bus to their desired set points. The framework also achieves accurate real and reactive power sharing among the IIDGs according to their power ratings. The novel design procedure of the proposed control framework takes into account the entire system dynamics of the IIDG including the uncertain terms (viz., load current and network dynamics) and is completely independent of the system parameters information. Suitable update laws are designed for estimating the unknown weights of the neural network and the uncertain system parameters. Lyapunov analysis is used to show that the tracking errors and parameter estimation errors are uniformly ultimately bounded. Finally, case studies are conducted on a typical autonomous distribution network having a single and multiple IIDGs modeled in MATLAB/Simulink platform.
引用
收藏
页码:2892 / 2903
页数:12
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