neural networks and fuzzy logic in mechanical enginerring ppt & report ....etc

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ABSTRACT :


A fuzzy logic based adaptive power system stabilizer (PSS) is presented in this paper. The parameters of the fuzzy logic based PSS are tuned by neural networks. The system is divided into two subsystems, a recursive least square identifier with a variable forgetting factor for the generator and a fuzzy logic based adaptive controller to damp oscillations. The effectiveness of the proposed PSS in increasing the damping of local and inter area system; a two area 4 machine. The ANFIS PSS uses a zero order Sugeno type ....etc

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Dynamic Fuzzy-Neural Network Controller
for Induction Motor Drive

M. Zerikat, M. Bendjebbar and N. Benouzza

Abstract
In this paper, a novel approach for robust trajectory tracking of induction motor drive is presented. By combining variable structure systems theory with fuzzy logic concept and neural network techniques, a new algorithm is developed. Fuzzy logic was used for the adaptation of the learning algorithm to improve the robustness of learning and operating of ....etc

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Fuzzy Logic
Philosophical approach
Decisions based on degree of truth
Is not a method for reasoning under uncertainty that probability
Crisp Facts distinct boundaries
Fuzzy Facts imprecise boundaries
Probability - incomplete facts
Example €œ Scout reporting an enemy
Two tanks at grid NV 54 (Crisp)
A few tanks at grid NV 54 (Fuzzy)
There might be 2 tanks at grid NV 54 (Probabilistic)
Apply to Computer Games
Can have different characteristics of players
Strength: strong, medium, weak
Aggressiveness: meek, ....etc

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Contents:
Neural Networks: definition, similarity with human brain, classifications, input/output set, bias or threshold, learning, single layer and multilayer perception, forward and backward propagation, design of ANN model, training set for ANN, test for ANN, Network testing and performance. Application of ANN in Engineering.Fuzzy Logic: Fuzzy set theory, set theoretic operations, law of contradiction and law of Excluded Middle, fuzzy operation, reasoning and implication, fuzzy logic system applications.
Int ....etc

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Fuzzy Logic and Fuzzy Sets 


History


Lotfi Zadeh, at the University of California at Berkeley, first presented fuzzy logic in the mid-1960's.

Zadeh developed fuzzy logic as a way of processing data. Instead of requiring a data element to be either a member or non-member of a set, he introduced the idea of partial set membership.

In 1974 Mamdani and Assilian used fuzzy logic to regulate a steam engine.

In 1985 researchers at Bell laboratories ....etc

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Please Give me the ppt ....etc

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ppt on artificial neuro networks and fuzzy logic in ieee format ....etc

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