نتایج جستجو برای: interval type 2 fuzzy logic

تعداد نتایج: 3756803  

Journal: :Automatika 2023

Power electronic devices and variable speed drives solve a power quality issue. To increase the quality, distribution side must be compensated by concurrently infusing actual reactive power. A cost-effective method of preventing voltage sag swell in loads is use dynamic restorer. enhance for end users, DC-link component will combined with DVR. Ratings DC-Link elements inverters are more challen...

2007
Gilbert Ornelas Vladik Kreinovich

—Experts are often not 100% con dent in their statements. In traditional fuzzy logic, the expert's degree of con dence in each of his or her statements is described by a number from the interval [0, 1]. However, due to similar uncertainty, an expert often cannot describe his or her degree by a single number. It is therefore reasonable to describe this degree by, e.g., a set of numbers. In this ...

2004
Takashi Mitsuishi Grzegorz Bancerek

This article concerns a connection of fuzzy logic and lattice theory. Namely, the fuzzy sets form a Heyting lattice with union and intersection of fuzzy sets as meet and join operations. The lattice of fuzzy sets is defined as the product of interval posets. As the final result, we have characterized the composition of fuzzy relations in terms of lattice theory and proved its associativity.

Journal: :IEEE Transactions on Industrial Informatics 2021

The deployment of electric vehicle charging stations degrades the quality power in distribution grid. This article proposes an interval type-2 fuzzy logic controlled shunt converter coupled novel high-quality scheme for vehicles. system includes three-phase bidirectional front-end ac-dc pulsewidth modulation (PWM) converter, backend dc-dc PWM and three-wire static compensator. converters help t...

Journal: :Expert Syst. Appl. 2013
Patricia Melin Oscar Castillo

In this paper a review of type-2 fuzzy logic applications in pattern recognition, classification and clustering problems is presented. Recently, type-2 fuzzy logic has gained popularity in a wide range of applications due to its ability to handle higher degrees of uncertainty. In particular, there have been recent applications of type-2 fuzzy logic in the fields of pattern recognition, classifi...

Journal: :ISA transactions 2014
Mohammad El-Bardini Ahmad M El-Nagar

In this paper, the interval type-2 fuzzy proportional-integral-derivative controller (IT2F-PID) is proposed for controlling an inverted pendulum on a cart system with an uncertain model. The proposed controller is designed using a new method of type-reduction that we have proposed, which is called the simplified type-reduction method. The proposed IT2F-PID controller is able to handle the effec...

Journal: :IJFSA 2011
Tsung-Chih Lin Yi-Ming Chang Tun-Yuan Lee

This paper proposes a novel fuzzy modeling approach for identification of dynamic systems. A fuzzy model, recurrent interval type-2 fuzzy neural network (RIT2FNN), is constructed by using a recurrent neural network which recurrent weights, mean and standard deviation of the membership functions are updated. The complete back propagation (BP) algorithm tuning equations used to tune the anteceden...

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