Induction Motor Speed Control Technique Using Intelligent Methods Ehab Saif Ghith, Moustafa Mohamed Eissa and Gurvinder S. Virk

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Ehab Saif Ghith, Moustafa Mohamed Eissa and Gurvinder S. Virk - «Induction Motor Speed Control Technique Using Intelligent Methods»

О книге

Book relates to the speed control of an induction motor introduced intelligent methods such as Fuzzy Logic Control (FLC), Artificial Neural Networks (ANN), Adaptive Neural Fuzzy Inference System (ANFIS) and Optimization Techniques such as Genetic Algorithm (GA), Sequential Quadratic Programming (SQP) and Particle Swarm Optimization Algorithms(PSO).The results showed that the PSO-PI controller can perform with an efficient way for searching for the optimal PI controller. Comparison study among fuzzy logic, neural network, Adaptive Neural Fuzzy Inference System , genetic algorithm, sequential quadratic programming and particle swarm optimization controllers are performed. These methods can improve the dynamic performance of the system in a better way.The PI-PSO controller is the best method based on integrated of time weight absolute error (ITAE)criteria which presented satisfactory performances and possesses good robustness (no overshoot, minimal rise time, steady state error almost... Это и многое другое вы найдете в книге Induction Motor Speed Control Technique Using Intelligent Methods (Ehab Saif Ghith,Moustafa Mohamed Eissa and Gurvinder S. Virk)

Полное название книги Ehab Saif Ghith, Moustafa Mohamed Eissa and Gurvinder S. Virk Induction Motor Speed Control Technique Using Intelligent Methods
Авторы Ehab Saif Ghith, Moustafa Mohamed Eissa and Gurvinder S. Virk
Ключевые слова электротехника, энергетика, использование электроэнергии, энергоснабжение
Категории Образование и наука, Технические науки
ISBN 9783659413056
Издательство
Год 2013
Название транслитом induction-motor-speed-control-technique-using-intelligent-methods-ehab-saif-ghith-moustafa-mohamed-eissa-and-gurvinder-s-virk
Название с ошибочной раскладкой induction motor speed control technique using intelligent methods ehab saif ghith-moustafa mohamed eissa and gurvinder s. virk