Match!

Antlion optimizer-ANFIS load frequency control for multi-interconnected plants comprising photovoltaic and wind turbine

Published on Apr 1, 2019in Isa Transactions4.34
· DOI :10.1016/j.isatra.2018.11.035
Ahmed Fathy10
Estimated H-index: 10
(Zagazig University),
Ahmed M. Kassem10
Estimated H-index: 10
(Sohag University)
View in Source
Abstract
Abstract This paper proposes optimal load frequency control (LFC) designed by Adaptive Neuro Fuzzy Inference System (ANFIS) trained via antlion optimizer (ALO) for multi-interconnected system comprising renewable energy sources (RESs). Two systems are modeled and investigated; the first one has two plants of grid connected photovoltaic (PV) system with maximum power point tracker (MPPT) and thermal plant while the second comprises four plants of thermal, wind turbine and grid connected PV systems. ALO is employed to get the optimal gains of Proportional–Integral (PI) controller such that the integral time absolute error (ITAE) of frequency and tie line power deviations is minimized. The input and output of the optimized PI controller are used to train the ANFIS-LFC with Gaussian surface membership functions. Different load disturbances are studied and the results are compared with other reported approaches. The obtained results confirmed the accuracy and reliability of the proposed approach in designing LFC for multi-interconnected power systems.
  • References (53)
  • Citations (2)
References53
Newest
#1Jianxing Liu (HIT: Harbin Institute of Technology)H-Index: 5
#2Yabin Gao (HIT: Harbin Institute of Technology)H-Index: 15
Last.Ligang Wu (HIT: Harbin Institute of Technology)H-Index: 62
view all 5 authors...
48 CitationsSource
#1Min-Rong Chen (SCNU: South China Normal University)H-Index: 1
#2Guo-Qiang Zeng (Wenzhou University)H-Index: 10
Last.Xiao-Qing Xie (Wenzhou University)H-Index: 3
view all 3 authors...
5 CitationsSource
Last.Pierluigi SianoH-Index: 43
view all 5 authors...
36 CitationsSource
#1S.M. Abd-Elazim (Zagazig University)H-Index: 12
#2E.S. Ali (Zagazig University)H-Index: 26
37 CitationsSource
#1Hongyue LiH-Index: 1
#2Xihuai WangH-Index: 1
Last.Jianmei XiaoH-Index: 1
view all 3 authors...
4 CitationsSource
#1Jianxing Liu (HIT: Harbin Institute of Technology)H-Index: 14
#2Hao An (HIT: Harbin Institute of Technology)H-Index: 8
Last.Ligang Wu (HIT: Harbin Institute of Technology)H-Index: 62
view all 5 authors...
47 CitationsSource
#1Seyed Hamid Shahalami (University of Gilan)H-Index: 3
#2Davoud Farsi (IAU: Islamic Azad University)H-Index: 1
11 CitationsSource
#1Yekui ChangH-Index: 1
#2Rao LiuH-Index: 1
Last.Weidong LiH-Index: 6
view all 4 authors...
2 CitationsSource
#1Tian TianH-Index: 1
#2Changyu LiuH-Index: 1
Last.Qiurong YanH-Index: 1
view all 6 authors...
10 CitationsSource
#1Sandeep D. Hanwate (IITR: Indian Institute of Technology Roorkee)H-Index: 4
#2Yogesh V. Hote (IITR: Indian Institute of Technology Roorkee)H-Index: 13
4 CitationsSource
Cited By2
Newest
#1Yirui WangH-Index: 8
#2Yang YuH-Index: 5
Last.Shangce GaoH-Index: 14
view all 5 authors...
Source
#1Ali Dokht Shakibjoo (SRTTU: Shahid Rajaee Teacher Training University)H-Index: 1
#2Mohammad Moradzadeh (SRTTU: Shahid Rajaee Teacher Training University)H-Index: 6
Last.Hossein Afrakhte (University of Gilan)H-Index: 5
view all 4 authors...
Source