一种新的无模型自适应积分滑模控制方法用于互联电力系统负荷频率控制

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Ghazally Mustafa, Haoping Wang, M. D. Masum
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引用次数: 0

摘要

提出了一种新的无模型自适应鲁棒控制器,用于多区域互联电力系统的负荷频率控制。该控制器将基于非线性扰动观测器的无模型控制与自适应积分滑模控制相结合。控制器的主要目的是在考虑系统的非线性和干扰的情况下,使电力系统的频率保持在标称值附近,并在联络线之间实现均衡的电力交换。该控制器由四个部分组成。首先,实现无模型智能PID控制,克服当前控制器的复杂性,引入所需的动力学,并减少高阶输出导数。其次,利用非线性扰动观测器估计考虑不确定性和负荷波动的系统动力学。第三,采用积分滑动曲面实现快速收敛。最后,采用动态自适应增益来提高精度。所提出的无模型自适应鲁棒控制器结构简单,易于调节。利用李雅普诺夫稳定性理论研究了闭环系统的稳定性和有限时间收敛性。与最近发表的论文进行了比较,以验证所提出的控制器的有效性。此外,在不同的场景下对所提出的方法进行了鲁棒性测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A New Model-Free Adaptive Integral Sliding Mode Control for Interconnected Power Systems Load Frequency Control

The paper proposes a novel model-free adaptive robust controller for load frequency control in multi-area interconnected power systems. The controller combines model-free control based on a nonlinear disturbance observer (NDOB) and adaptive integral sliding mode control. The main aim of the controller is to maintain the power system frequency close to the nominal value and achieve a balanced power exchange between tie-lines, considering the system's nonlinearities and disturbances. The proposed controller comprises four components. First, model-free intelligent PID control is implemented to overcome the complexity of the current controller, introduce the required dynamics, and reduce higher-order output derivatives. Second, a nonlinear disturbance observer is utilized to estimate the system dynamics considering uncertainties and load fluctuations. Third, fast convergence is achieved by employing an integral sliding surface. Finally, an adaptation gain dynamic is used to achieve high accuracy. The advantage of the proposed model-free adaptive robust controller lies in its simple structure and ease of regulation. The closed-loop system's stability and finite-time convergence are examined using Lyapunov stability theory. A comparison with recently published papers is conducted to validate the proposed controller's effectiveness. Additionally, robustness testing of the proposed method is performed in different scenarios.

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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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