A New Fuzzy System Based on Rectangular Pyramid

Jiang, Mingzuo; Yuan, Xiao; Li, Hongxing; Wang, Jiaxia

doi:10.1155/2015/682989

Cited by 3 publications

(1 citation statement)

References 35 publications

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“…When constructing a rule-base for FLC, the rule-base must cover all possible situations that may be encountered by the system and there must be no conflicts between the rules. In other words, any designed rule-base for FLC should adhere to the properties of completeness, consistency, consistence and continuity [64], [70], [73], [74].…”

Section: A Flc Designmentioning

confidence: 99%

Review and Investigation of Simplified Rules Fuzzy Logic Speed Controller of High Performance Induction Motor Drives

et al. 2020

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The use of Fuzzy Logic Controller (FLC) as a speed controller for Induction Motor (IM) drives is garnering strong researchers' interest since it has proven to achieve superior performance compared to conventional controllers. The aim of this study is to review and investigate the design, operations, and effects of rules reduction for FLC in IM drives. Based on the literature, the most commonly used technique to design FLC Membership Functions (MFs) rule-base and control model is based on engineering skills and experienced behavioral aspects of the controlled system. Simplified fuzzy rules approaches have been introduced to reduce the number of fuzzy rules in order to realize hardware implementation. This study discusses different simplified rules methods applied to IM drives. Most of the proposed methods shared a common drawback in that they lacked systematic procedures for designing FLC rule base. Therefore, this research proposed a methodological approach to designing and simplifying the FLC rule-base for IM drives based on dynamic step response and phase plane trajectory of the second order representation of IM drives systems. The proposed method presents guidance for designing FLC rule-base based on the general dynamic step response of the controlled system. Following the proposed method procedures, a (9, 25, 49) rules size has been designed and simplified to a (5, 7, 9) rules size. The effectiveness and accuracy of the designed rules as well as the simplified rules were verified by conducting simulation analysis of IM drives using MATLAB/Simulink environment. Step speed command performance comparisons were achieved with both standard designed and simplified rules at various speed demands. The simulation results showed that the simplified rules maintain the drive performance and produced similar behavior as the standard designed rules.

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Section: A Flc Designmentioning

confidence: 99%

Review and Investigation of Simplified Rules Fuzzy Logic Speed Controller of High Performance Induction Motor Drives

et al. 2020

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Fuzzy Modeling Method Based on Rectangular Pyramid Fuzzy System

Jiang

Yuan

2017

Int. J. Fuzzy Syst.

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Energy Consumption in North America: Visualization and Pyramidal Perspective

Puls

Tagle

Vázquez

2020

REMEF

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El objetivo es visualizar y simular el consumo de energía en América del Norte, mediante pirámides de cuatro caras, en donde el polígono de la base está conformado por cuatro puntos del consumo no renovable, y la cúspide, representada por el ápice o punto superior, corresponde al consumo o alternativas renovables. Se inicia con los antecedentes del consumo de energía en el mundo, siguiendo con la revisión de la literatura acerca de propuestas relacionadas a la demanda de petróleo y derivados. Posteriormente se presenta la metodología y simulación encontrando en los resultados que, reduciendo consumo de productos de refinamiento medio y combustibles, se provocaría mayor altura en la cúspide de las pirámides, interpretada como el aumento de las energías renovables.

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A New Fuzzy System Based on Rectangular Pyramid

Cited by 3 publications

References 35 publications

Review and Investigation of Simplified Rules Fuzzy Logic Speed Controller of High Performance Induction Motor Drives

Review and Investigation of Simplified Rules Fuzzy Logic Speed Controller of High Performance Induction Motor Drives

Fuzzy Modeling Method Based on Rectangular Pyramid Fuzzy System

Energy Consumption in North America: Visualization and Pyramidal Perspective

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