← 返回
储能系统技术 储能系统 SiC器件 ★ 5.0

受情绪启发的电力系统暂态稳定与电压调节综合最优控制

Emotion-Inspired Comprehensive Optimal Control for Transient Stability and Voltage Regulation in Power Systems

作者 Rasoul Milasi
期刊 IEEE Transactions on Power Systems
出版日期 2025年5月
技术分类 储能系统技术
技术标签 储能系统 SiC器件
相关度评分 ★★★★★ 5.0 / 5.0
关键词 综合控制器 电力系统 暂态稳定 电压调节 优化设计
语言:

中文摘要

本文提出一种融合智能与经典控制策略的综合控制器,以提升电力系统的暂态稳定性和电压调节性能。通过状态反馈线性化将非线性系统转化为线性闭环系统,并设计线性二次型调节器(LQR)实现最优控制。受人脑情绪机制启发,采用遗传算法优化情感控制器的五个增益参数,并引入模糊逻辑综合控制器协调暂态响应与电压调节。在多种工况下进行仿真与硬件在环实验,结果表明所提控制器在稳定性与电压调节方面优于传统LQR、PSS与AVR组合方案。

English Abstract

This paper presents a comprehensive controller that integrates intelligent and classic control solutions to enhance the transient stability and voltage regulation of power systems. The design process addresses the complex nonlinear dynamics inherent in power systems. Initially, a state feedback linearization (SFBL) control law is derived to transform these nonlinear dynamics into a closed-loop linear system. Subsequently, a linear quadratic regulator (LQR) optimal control is designed to ensure system stability while minimizing a cost function. Inspired by the emotional responses of the human brain, the voltage regulation controller is developed and fine-tuned using genetic algorithm optimization. This optimization adjusts the five gains of the emotional controller. Additionally, a fuzzy logicbased comprehensive controller is introduced to balance transient response and voltage regulation. The closed-loop control systems are evaluated under different conditions, such as variations in reactive and active power demands and three-phase ground faults at the line and generator terminal voltage. MATLAB simulations demonstrate the superiority of the comprehensive controller over an LQR controller. Additionally, the controller's performance is compared with a conventional setup, which includes a power system stabilizer (PSS) and an automatic voltage regulator (AVR), using hardware-in-the-loop (HIL) implementation with Plexim RT-Box and a TI C2000 microcontroller. The results show that the proposed controller provides improved stability response and voltage regulation.
S

SunView 深度解读

该情绪启发综合控制技术对阳光电源储能系统和构网型控制产品具有重要应用价值。文章提出的状态反馈线性化结合LQR优化方法,可直接应用于ST系列储能变流器和PowerTitan大型储能系统的暂态稳定控制,提升电网扰动下的快速响应能力。情感控制器的多参数协同优化思路,为阳光电源GFM构网型控制策略中的虚拟惯量与阻尼参数自适应调节提供新方案。模糊逻辑综合控制器可用于优化储能系统的有功-无功协调控制,在弱电网场景下同时保障频率稳定与电压支撑。该技术结合SiC器件的快速响应特性,可显著提升阳光电源储能产品在新型电力系统中的电网支撑能力和暂态稳定裕度。