Design of an Interval Type-2 Fuzzy Logic Controller for Automatic Voltage Regulator System

MANOJ KUMAR PANDA; G. N. PILLAI; VIJAY KUMAR

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Design of an Interval Type-2 Fuzzy Logic Controller for Automatic Voltage Regulator System

机译：自动调压系统的区间2型模糊逻辑控制器设计

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A type-2 fuzzy logic controller is proposed in this article for an automatic voltage regulator system. For controller design, memberships of system variables are represented using interval value fuzzy sets. Fuzzy logic based on interval value sets is capable of modeling the uncertainty and imprecision in a better way. The proposed controller surpasses the best performance obtained by an optimized proportional-integral-derivative controller in improving the step response of an automatic voltage regulator system. Simulation results also reveal the robustness of the controller to system parameter changes.

机译：本文提出了一种用于自动电压调节器系统的2型模糊逻辑控制器。对于控制器设计，使用区间值模糊集表示系统变量的隶属关系。基于区间值集的模糊逻辑能够更好地建模不确定性和不精确性。所提出的控制器在改善自动电压调节器系统的阶跃响应方面，超过了优化的比例积分微分控制器所获得的最佳性能。仿真结果还揭示了控制器对系统参数变化的鲁棒性。

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来源
《Electric Power Components and Systems》 |2012年第4期|p.219-235|共17页
作者
MANOJ KUMAR PANDA; G. N. PILLAI; VIJAY KUMAR;
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作者单位

Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, India;

Department of Electrical Engineering, Indian Institute of Technology, Roorkee, India, Haridwar, Uttarakhand, India, 247667;

Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, India;

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正文语种 eng
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关键词
interval type-2 fuzzy logic controller; automatic voltage regulator system; type-2 fuzzy sets;

机译：区间2型模糊逻辑控制器自动电压调节器系统;2型模糊集;

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1. Robust Stability Analysis and Systematic Design of Single-Input Interval Type-2 Fuzzy Logic Controllers [J] . Tufan Kumbasar IEEE Transactions on Fuzzy Systems . 2016,第3期

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2. A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems [J] . Castillo Oscar, Amador-Angulo Leticia, Castro Juan R., Information Sciences: An International Journal . 2016,第Null期

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3. Power System Stabilizer Design for Multimachine Power System Using Interval Type-2 Fuzzy Logic Controller [J] . D. K. Sambariya, R. Prasad International review of electrical engineering . 2013,第5期

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4. Designing Type-2 Fuzzy Logic System Controllers via Fuzzy Lyapunov Synthesis for the output regulator of a servomechanism with nonlinear backlash [C] . Cazares-Castro N.R., Aguilar L.T., Castillo O. Systems, Man and Cybernetics, 2009. SMC 2009 . 2009

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5. Enhancement of Set-Based Design Practices Via Introduction of Uncertainty Through the Use of Interval Type-2 Modeling and General Type-2 Fuzzy Logic Agent Based Methods [D] . Gray, Alexander Westley. 2011

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6. Optimum Design of PIλDμ Controller for an Automatic Voltage Regulator System Using Combinatorial Test Design [O] . Bestoun S. Ahmed, Mouayad A. Sahib, Luca M. Gambardella, -1

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7. The integrated control strategy for interval Type-2 fuzzy logic power system stabilizer (IT2FLPSS) and compact digital fuzzy automatic voltage regulator (CDF-AVR) in electrical power system [O] . Manoj Sharma, R. Pathak, Manoj Jha, 2018

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Design of an Interval Type-2 Fuzzy Logic Controller for Automatic Voltage Regulator System

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