Research on load frequency control of new power system based on improved sparrow search algorithm

To improve power quality and power system stability, load frequency control (LFC) is introduced. The object of load frequency control has been transformed into a new power system with the participation of renewable energy sources with characteristics such as randomness, intermittentness, and volatility. In the interconnected power system, the control of load frequency plays an important role in the control of actual power, frequency, and link power. This paper mainly constructs a three-region interconnected power system model of wind, solar, thermal, and storage, combines fuzzy control and Proportional-Integral-Derivative (PID) control to build a fuzzy PID controller, uses the performance index time absolute error integral (ITAE) as the objective function, and an improved Sparrow search algorithm is used to optimize the proportional parameters of the fuzzy controller and the initial values of the PID controller, and the frequency deviation and the contact line deviation of the system are controlled in a smaller range.

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Publication Details

Journal
Measurement Sensors
Published
2024-12-24
DOI
https://doi.org/10.1016/j.measen.2024.101432
Citations
2
Primary Topic
Frequency Control in Power Systems
Type
article
Field-Weighted Citation Impact
0.42
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article

Research on load frequency control of new power system based on improved sparrow search algorithm

Xueyao Wang, Xingxing Zeng, Xiangchen Qian, Qin Wang et al.
2 citations
Measurement Sensors
Frequency Control in Power Systems
0.42
article

Research on load frequency control of new power system based on improved sparrow search algorithm

Xueyao Wang, Xingxing Zeng, Xiangchen Qian, Qin Wang, Yuxin Zhang, Yifan Wang
article en
2 citations

Abstract

To improve power quality and power system stability, load frequency control (LFC) is introduced. The object of load frequency control has been transformed into a new power system with the participation of renewable energy sources with characteristics such as randomness, intermittentness, and volatility. In the interconnected power system, the control of load frequency plays an important role in the control of actual power, frequency, and link power. This paper mainly constructs a three-region interconnected power system model of wind, solar, thermal, and storage, combines fuzzy control and Proportional-Integral-Derivative (PID) control to build a fuzzy PID controller, uses the performance index time absolute error integral (ITAE) as the objective function, and an improved Sparrow search algorithm is used to optimize the proportional parameters of the fuzzy controller and the initial values of the PID controller, and the frequency deviation and the contact line deviation of the system are controlled in a smaller range.

Measurement SensorsVol. 38
North China Electric Power University (CN)
Affordable and clean energy
Openalex Percentile: Top 36%
Frequency Control in Power Systems
0.42
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Research on load frequency control of new power system based on improved sparrow search algorithm — Xueyao Wang, Xingxing Zeng, et al. · Measurement Sensors (2024) | TGRS Research Map | TGRS