A Multi-parameter Rapid Optimization Method of Inverter-based Microgrid

被引:0
|
作者
Yan, Shijie [1 ]
Yan, Weihang [2 ]
Wang, Rui [2 ]
Gao, Wenzhong [2 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang, Peoples R China
[2] Univ Denver, Sch Engn & Comp Sci, Denver, CO USA
关键词
Distributed generator; microgrid; matrix perturbation theory; optimization; stability;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Microgrid is a kind of weak small power network Because there are a large number of distributed generators in microgrid, it is easy to cause the unstable operation of system. Aiming at the stability issue caused by the change of parameters of many distributed generators in microgrid, a multi-parameter rapid optimization method using matrix perturbation theory is proposed so that the optimization time can be shortened. Firstly, the small signal model of two distributed generators connected in parallel is established. Through the stability analysis, the stability boundaries of the dominant control parameters of distributed generator are obtained. Then the optimization model of microgrid considering the small signal stability, damping ratio and stability margin is established. In order to accelerate the optimization speed and reduce the computational burden caused by the repeated calculation of eigenvalue, a unified equation for the calculation of eigenvalue of proposed system is derived using matrix perturbation theory when the parameters of the power controller, current controller and voltage controller in distributed generator are perturbed. Thus, the small signal stability of microgrid can be improved and the fluctuation of voltage and frequency of microgrid can be reduced. The simulation results show that the fast optimization method based on matrix perturbation theory is feasible.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Stability-oriented Optimization and Consensus Control for Inverter-based Microgrid
    Yan, Weihang
    Gao, Wei
    Gao, David Wenzhong
    Momoh, James
    [J]. 2018 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2018,
  • [2] Reduced Order Modeling method of Inverter-Based Microgrid for Stability Analysis
    Peng, Yelun
    Shuai, Zhikang
    Shen, John
    Wang, Jun
    Tu, Chunming
    Cheng, Ying
    [J]. 2017 THIRTY SECOND ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION (APEC), 2017, : 3470 - 3474
  • [3] Sliding Framework for Inverter-Based Microgrid Control
    Li, Yaran
    Meng, Ke
    Dong, Zhao Yang
    Zhang, Wang
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2020, 35 (02) : 1657 - 1660
  • [4] Multi-Parameter Structural Topology Optimization Method Based On Deep Learning
    Chu, Zunkang
    Yu, Haiyan
    Gao, Ze
    Rao, Weixiong
    [J]. Tongji Daxue Xuebao/Journal of Tongji University, 2024, 52 : 20 - 28
  • [5] Windspeed prediction method based on SVR and multi-parameter optimization of GA
    Zhu X.-X.
    Xu B.-C.
    Jiao H.-C.
    Han Z.-H.
    [J]. Xu, Bo-Chao, 1600, Editorial Department of Electric Machines and Control (21): : 70 - 75
  • [6] An Inverter-Based Flexible Microgrid Grounding Scheme
    Li, Dingrui
    Ma, Yiwei
    Su, Yu
    Zhang, Chengwen
    Zhu, Lin
    Yin, He
    Wang, Fred
    Tolbert, Leon M.
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2024, 39 (08) : 10189 - 10203
  • [7] Optimal Autonomous Control of an Inverter-Based Microgrid Using Particle Swarm Optimization
    Hassan, M. A.
    Abido, M. A.
    [J]. IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE 2010), 2010, : 2247 - 2252
  • [8] Geometry Optimization of a Segmented Thermoelectric Generator Based on Multi-parameter and Nonlinear Optimization Method
    Cai, Lanlan
    Li, Peng
    Luo, Qi
    Zhai, Pengcheng
    Zhang, Qingjie
    [J]. JOURNAL OF ELECTRONIC MATERIALS, 2017, 46 (03) : 1552 - 1566
  • [9] Geometry Optimization of a Segmented Thermoelectric Generator Based on Multi-parameter and Nonlinear Optimization Method
    Lanlan Cai
    Peng Li
    Qi Luo
    Pengcheng Zhai
    Qingjie Zhang
    [J]. Journal of Electronic Materials, 2017, 46 : 1552 - 1566
  • [10] Output Impedance Control Method of Inverter-Based Distributed Generators for Autonomous Microgrid
    Choi, Youn-Ok
    Kim, Jaehong
    [J]. ENERGIES, 2017, 10 (07)