Multi-Area Hydrothermal Interconnected Load Frequency Control with Double-Fed Induction-Generator-Based Wind Turbine via Improved Harmony Algorithm

被引:16
作者
Abo-Elyousr, Farag K. [1 ]
Youssef, Ali M. [1 ]
Abdelaziz, Almoataz Y. [2 ]
机构
[1] Assiut Univ, Fac Engn, Elect Engn Dept, Assiut, Egypt
[2] Ain Shams Univ, Fac Engn, Elect Power & Machines Dept, Cairo 11566, Egypt
关键词
improved harmony algorithm; load frequency control (LFC); doubly fed induction generator (DFIG) based wind turbine; PI controller; hydrothermal multi-area power systems; SEARCH ALGORITHM; POWER-SYSTEM;
D O I
10.1080/15325008.2018.1462867
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The main purpose of this research is to allow doubly fed induction generator (DFIG) to participate effectively in interconnected power systems load frequency control via improved harmony algorithm (IHA). In order to tune the parameters of the PI controllers without considering the complexity associated with the modeling of the power system, the corresponding optimization problem is formulated in terms of an objective function, which represents the norm of the closed-loop area control error signal. A three-area interconnected power system subjected to major disturbances is investigated to verify the effectiveness of the developed algorithm of DFIG wind turbine participation in load frequency regulation. Time domain simulation results are presented to prove the improved performance of the developed IHA-based controller compared with genetic algorithm, simulated annealing, and a conventional integral controller. The results show that the developed IHA controller has better behavior over other algorithms in terms of settling times and other indices.
引用
收藏
页码:615 / 628
页数:14
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