A fuzzy logic based power system stabilizer with learning ability

Hariri A.; Malik O.P.

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A fuzzy logic based power system stabilizer with learning ability

机译：具有学习能力的基于模糊逻辑的电力系统稳定器

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A fuzzy logic-based power system stabilizer (PSS) with learning ability is proposed in this paper. The proposed PSS employs a multilayer adaptive network. The network is trained directly from the input and the output of the generating unit. The algorithm combines the advantages of artificial neural networks (ANNs) and fuzzy logic control (FLC) schemes. Studies show that the proposed adaptive network-based fuzzy logic PSS (ANF PSS) can provide good damping of power systems over a wide range of operating conditions and improve the dynamic performance of the power system.

机译：提出了一种具有学习能力的基于模糊逻辑的电力系统稳定器（PSS）。提出的PSS采用多层自适应网络。直接从生成单元的输入和输出中训练网络。该算法结合了人工神经网络（ANN）和模糊逻辑控制（FLC）方案的优势。研究表明，所提出的基于自适应网络的模糊逻辑PSS（ANF PSS）可以在广泛的工作条件下为电力系统提供良好的阻尼，并改善电力系统的动态性能。

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《IEEE Transactions on Energy Conversion》 |1996年第4期|P.721-727|共7页
作者
Hariri A.; Malik O.P.;
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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类电能学;能源与动力工程;
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1. Robust fuzzy logic power system stabilizer based on evolution and learning [J] . P.S. Bhati, Rajeev Gupta International Journal of Electrical Power & Energy Systems . 2013,第deca期

机译：基于进化和学习的鲁棒模糊逻辑电力系统稳定器
2. Coordination of Adaptive Neuro Fuzzy Inference System (ANFIS) and Type-2 Fuzzy Logic System-Power System Stabilizer (T2FLS-PSS) to Improve a Large-scale Power System Stability [J] . Agung Budi Muljono, I. M. Ginarsa, I. M. A. Nrartha, International Journal of Electrical and Computer Engineering . 2018,第1期

机译：自适应神经模糊推理系统（ANFIS）和2型模糊逻辑系统-电力系统稳定器（T2FLS-PSS）的协调，以提高大规模电力系统的稳定性
3. Fuzzy Logic based Power System Stabilizer to improve Small-Signal Stability of Power System [J] . Jaswinder Singh Sra, Harpal Singh International Journal of Innovative Research in Science, Engineering and Technology . 2016,第7期

机译：基于模糊逻辑的电力系统稳定器，提高电力系统的小信号稳定性
4. Coordinated Design of a Fuzzy Logic Power System Stabilizer and an SVC-based Stabilizer for Single-Machine Infinite-Bus Power System [C] . Abdullah M. Baraean, Hussain N. Al-Duwaish International Conference on Control, Decision and Information Technologies . 2018

机译：单机无穷大电力系统模糊逻辑电力系统稳定器和基于SVC的稳定器的协调设计
5. Power system stabilizer based on fuzzy logic. [D] . El-Metwally, Khaled Ali M. 1994

机译：基于模糊逻辑的电力系统稳定器。
6. Blind Channel and Data Estimation Using Fuzzy Logic-Empowered Opposite Learning-Based Mutant Particle Swarm Optimization [O] . Muhammad AsadUllah, Muhammad Adnan Khan, Sagheer Abbas, 2018

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7. A genetic-based fuzzy logic power system stabilizer formultimachine power systems [O] . Abido M.A., Abdel-Magid Y.L. 1997

机译：基于遗传的模糊逻辑电力系统稳定器构成多机电力系统

A fuzzy logic based power system stabilizer with learning ability

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