Load Frequency Control of Autonomous Microgrid System Using Hybrid Fuzzy logic GWO-CS PI Controller
被引:3
作者:
Bouaddi, Abdessamade
论文数: 0引用数: 0
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机构:
Mohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, MoroccoMohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, Morocco
Bouaddi, Abdessamade
[1
]
Rabeh, Reda
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h-index: 0
机构:
Mohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, Morocco
Int Univ Rabat, ECINE, LERMA, Sala Al Jadida, MoroccoMohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, Morocco
Rabeh, Reda
[1
,2
]
Ferfra, Mohammed
论文数: 0引用数: 0
h-index: 0
机构:
Mohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, MoroccoMohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, Morocco
Ferfra, Mohammed
[1
]
机构:
[1] Mohammed V Univ Rabat, RTEEC Team, Ecole Mohammadia Ingenieurs EMI, Rabat, Morocco
[2] Int Univ Rabat, ECINE, LERMA, Sala Al Jadida, Morocco
来源:
2021 9TH INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC'21)
|
2021年
关键词:
Microgrid;
frequency control;
Fuzzy PI controller;
grey wolf optimizer and cuckoo search;
AUTOMATIC-GENERATION CONTROL;
ALGORITHM;
D O I:
10.1109/ICSC50472.2021.9666683
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Large frequency fluctuations are caused by the highly intermittent energy from renewable energy sources (RES) as well as the load disturbances of an autonomous micro-grid (MG). In this paper, an isolated micro-grid comprising both controllable and uncontrollable sources is adopted. Fluctuation power of renewable sources and load influence in power balance then in frequency deviation. In order to minimize frequency deviation, a new hybrid algorithm based on grey wolf optimizer and cuckoo search (GWO-CS) is implemented for optimal tuning of Fuzzy PI (proportional-integral) controller gains in an autonomous microgrid. This study considers a variety of scenarios to illustrate the efficiency of the suggested controller. In this paper, a mathematical model of the studied microgrid was developed in MATLAB /SIMULINK. The simulation results in different scenarios confirm that the accuracy of the proposed strategy comparing results to some algorithms for optimal gains values of PI controller.
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页码:554 / 559
页数:6
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[11]
Rabeh R, 2019, INT J RENEW ENERGY R, V9, P1827