Mitigating the Load Frequency Fluctuations of Interconnected Power Systems Using Model Predictive Controller

被引:22
|
作者
Gulzar, Muhammad Majid [1 ]
Rizvi, Syed Tahir Hussain [2 ]
Javed, Muhammad Yagoob [3 ]
Sibtain, Daud [1 ]
Din, Rubab Salah Ud [1 ]
机构
[1] Univ Cent Punjab, Dept Elect Engn, Lahore 54782, Pakistan
[2] Univ Lahore, Dept Comp Engn, Lahore 54000, Pakistan
[3] COMSATS Univ Islamabad, Dept Elect & Comp Engn, Lahore 54000, Pakistan
来源
ELECTRONICS | 2019年 / 8卷 / 02期
关键词
load frequency control; thermal system; photovoltaic; maximum power point; model predictive controller; PATTERN SEARCH; DESIGN; ALGORITHM;
D O I
10.3390/electronics8020156
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The penetration of renewable energy sources into the conventional power systems are evolving day by day. Therefore, in this paper, a photovoltaic (PV) connected thermal system is discussed and analyzed by keeping PV to operate at maximum power point (MPP). The main problem in the interconnection of these systems is load frequency fluctuations due to different load changing conditions. The model predictive controller (MPC) has the ability to predict the target value at real-time with fast convergence. Therefore, MPC is proposed to negate this problem by giving minimum oscillation. The comparison analysis is carried out with other conventional controllers, including genetic algorithm-based PI, firefly algorithm-based PI and PI controller. Simulation results clearly exhibit the outclass performance of MPC over all other controllers.
引用
收藏
页数:18
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