[PDF] Top 20 Induction motor modelling using fuzzy logic

Induction motor modelling using fuzzy logic

... The dilemma of choosing the regressor set is discussed further in (J. Sjöberg, H. Hjalmarsson & L. Ljung. Neural Networks in System Identification, 1994), from which the following can be concluded, applying both to ... See full document

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Speed Control of Three Phase Induction Motor Using Fuzzy Logic Techniques

... • A fuzzifier, initially converts the crisp error and its rate of change in displacement into fuzzy variables; then they are mapped into linguistic labels. Membership functions are defined within the normalized ... See full document

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THE ART OF INTELLIGENT CONTROL OF INDUCTION MOTOR DRIVE USING FUZZY LOGIC CONTROLLER

... is using the Simulink Power System Block set [3] that can be purchased with ...Simulink induction motor model is ...Though induction motors have few advantageous characteristics, they also ... See full document

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PI voltage control technique for 3 phase induction motor using Simulink and Arduino

... Fuzzy Logic is a problem-solving control system methodology that lends itself to implementation in systems ranging from simple, small, embedded micro-controllers to large, networked, multi-channel PC or ... See full document

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Direct Torque and Flux Control of Induction Motor Using Intelligent Technique

... ABSTRACT: This paper, presents speed control and torque control method for Induction motor, by using DTC based fuzzy logic, it is applied in switching select voltage vector .The ... See full document

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Direct Torque Control of Three Phase Induction Motor Using Fuzzy Logic

... control technique was the Constant Volts per Hertz (CVH) strategy, so called because it adjusts the stator voltage magnitude proportionally to the operating frequency to keep the IM stator flux approximately constant. ... See full document

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Predictive Torque Control Scheme for Three-Phase Four-Switch Inverter Fed Induction Motor Drives with DC-Link Voltages Offset Suppression by Using Fuzzy Logic Controller

... inverter-fed induction motor (IM) with the dc-link voltage offset suppression by using fuzzy logic ...A fuzzy controller is used for better control of speed and to minimize the ... See full document

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Induction Motor Stator Fault Detection And Health Monitoring Using Fuzzy Logic

... of Induction motor (Break in stator winding operation) For simulation of the break fault in the stator winding at R phase, it is not possible to apply a break in the phase by putting the value of the stator ... See full document

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Fault Diagnosis of an Induction Motor based on Fuzzy Logic, Artificial Neural Network and Hybrid System

... diagnoses the motor conditions. In this final step, where fuzzy actions are reconverted to crisp ones, the “center of area” method has been adopted. According to this method, first each affected output ... See full document

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Indirect Vector Controlled Induction Motor Drive for High Performance Using Fuzzy Logic

... and fuzzy logic to deal with the problems of nonlinearity and uncertainty of system ...that fuzzy controllers are capable of improving the tracking performance under external disturbances, or when ... See full document

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Speed Control Of An Induction Motor By Using Indirect Vector Control Method

... of induction machine drives is characterized by an overshoot during tracking mode and a poor load disturbance ...The motor reaches the reference speed rapidly and without overshoot, step commands are ... See full document

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RULES REDUCTION AND OPTIMIZATION OF FUZZY LOGIC MEMBERSHIP FUNCTIONS FOR INDUCTION MOTOR SPEED CONTROLLER

... by using clustering techniques enabled to reduce rule base from 64 to 16 without degrading drive ...of fuzzy rules has been implemented in [12] which only used 5 rules from 5 by 5 MFs ... See full document

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Sensorless Control of Induction Motor Drives at Low Speed Using Fuzzy Logic Control

... Fuzzy logic is especially advantageous for problems that cannot be easily represented by mathematical modeling because data is either unavailable, incomplete or the process is too ... See full document

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CONTROL OF STARTING CURRENT IN THREE PHASE INDUCTION MOTOR USING FUZZY LOGIC CONTROLLER

... the motor speed, and starting current. In this context, the fuzzy logic concepts play a very important role in developing the controllers for the plant as this controller does not require that much ... See full document

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Efficiency Optimization technique for Induction Motor with implementation of Fuzzy Logic

... The fuzzy logic is an aggregation of rules, based on the input state variables condition with a corresponding desired ...action. Fuzzy logic provides machinery for carrying out approximate ... See full document

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EFFECT OF FATIGUE ON SSVEP DURING VIRTUAL WHEELCHAIR NAVIGATION

... of induction motor ...on fuzzy logic adaptation mechanism is designed for speed ...sensorless induction motor and the robustness against load torque ... See full document

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Fuzzy Logic Applications on Induction Motor for Axis Control

... of fuzzy rules. The resultant system by fusing fuzzy systems and neural networks has as advantages of learning through patterns and the easy interpretation of its ... See full document

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Induction motor controller using fuzzy logic

... Fuzzy logic approach allows the designer to handle efficiently very complex closed-loop control problems, reducing in many cases, engineering time and ...capability. Fuzzy logic shoved very ... See full document

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Modelling and Control Strategy of Induction Motor Using Fuzzy Logic Control Technique

... An induction motor is an asynchronous AC (alternating current) ...used induction motor is the squirrel cage ...of induction motor (IM) has grown significantly over the past few ... See full document

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Title: Relevance of Neural Network in Fault Detection of Single Phase Induction Motor

... Neuro fuzzy controller used in the advanced fuzzy logic fault detector for detecting the incipient motor faults in single phase induction ...of Fuzzy Systems and Neural Networks. ... See full document

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