A hybrid control technique for small signal stability analysis for microgrids under uncertainty

被引:1
|
作者
Karthika, J. [1 ]
Rajkumar, M. [2 ]
Vishnupriyan, J. [3 ]
机构
[1] Sri Krishna Coll Engn & Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India
[2] Sri Krishna Coll Engn & Technol, Dept Informat Technol, Coimbatore, Tamil Nadu, India
[3] Chennai Inst Technol, Ctr Energy Res, Chennai, Tamil Nadu, India
关键词
Fuel cell; battery storage system; ultra capacitor; diesel generator; flywheel storage system; chaotic henry gas solubility optimization and recalling-enhanced recurrent neural network; SEARCH ALGORITHM; DROOP; ENHANCEMENT; IMPROVEMENT; FREQUENCY; SYSTEM;
D O I
10.3233/JIFS-221425
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Distributed generators (DG) with inverter based on renewable sources are generally utilized in microgrids. Most of these sources work in droop control mode to effectively share the load. Higher droop is chosen on these systems to recover dynamic power sharing. This paper proposes a Hybrid Control Technique for Small Signal Stability Analysis for Microgrids under Uncertainty. The proposed topology is to recover the capacity of power system is used to restore the normal operating condition. The proposed hybrid technique is the combination of chaotic Henry gas solubility optimization (CHGSO) and recalling-enhanced recurrent neural network (RENNN) and therefore called the CHGSO-RENNN technique. The proposed technique is used to optimally predict the internal and external current loop control parameters in light and the variety of power and current parameters. The small stability is revealed through the working conditions of the whole machine. The overall stability of the small signal is investigated in a linear model so that both source and load are used to characterize the state matrix of the frame that is used for eigenvalue examination. The PI controller gain parameters are optimally tuned and the controller offers reliable frame operation. The proposed technique is performed on MATLAB/Simulink work platform.
引用
收藏
页码:625 / 645
页数:21
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