基于优化金鹰的自进化智能模糊控制器提高电力系统性能

A. D. Kumar, N. Vengadachalam, S. V. Madhavi
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引用次数: 1

摘要

电力系统的基本目标是确保系统中的所有用户都能获得持续的、质量可接受的电力供应。当电力需求和发电功率达到平衡时,电网就处于平衡状态。在以前的研究中已经提供了不同的控制策略,但很少关注它们在非线性面前是如何工作的。因此,本工作提出了一种使用基于分层金鹰的自进化智能模糊控制器(HGE-SIFC)来提高性能的数学策略。在此基础上,采用模糊干涉迟滞控制器,利用PWM方法产生开关脉冲。该方法的主要目的是提高响应时间,最小化注入有功和无功功率的稳态波动,提高电能质量,而不受负载和电源电压参数变化的影响。使用MATLAB/SMULINK显示仿真结果。所提出的控制方法在控制器执行时间、电能质量、总谐波失真(THD)和稳定性方面优于传统方法。
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A Novel Optimized Golden Eagle Based Self-Evolving Intelligent Fuzzy Controller to Enhance Power System Performance
The basic goal of power system is to ensure that all users in the system receive a consistent supply of electricity of acceptable quality. Whenever there is equilibrium between the power requirements and the generated power, the network is said to be in equilibrium. Different control strategies have been provided in prior studies, but little attention has been devoted to how they work in the face of non-linearity. Thus, this work proposes a mathematical strategy for increasing the performance by using the Hierarchical Golden Eagle based self-evolving intelligent fuzzy controller (HGE-SIFC). Furthermore, a fuzzy interference hysteresis controller is used to generate switching pulses using the PWM approach. The main purpose of the proposed approach is to enhance response time, minimize steady-state fluctuations in injected active and reactive powers, and improve power quality regardless of changes in load as well as supply voltage parameters. MATLAB/SMULINK is used to display the results of the simulation. The proposed control method outperforms over conventional method in terms of controller execution time, increased power quality, Total Harmonic Distortion (THD) and stability.
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