Fuzzy Logics Design for SCIM

Hey there, I'm John. I work with a technology based design company dealing with artificial intelligence and machine learning. In this case, I want an FLC model that can control an IM motor automatically.

I want performance based comparative study fuzzy logic controller (FLC) to control the speed of squirrel-cage induction motor (SCIM) by replacing the conventional proportional−integral (PI) controller. The fuzzy logic based controller should not require any identification of motor dynamic to control its speed and disturbance rejection with high robustness. Performances of the different fuzzy controllers (i.e. PD−, PI − and PID−like) are also to be compared with the conventional PI speed controller in terms of several performance measures such as peak overshoot (Mp%), settling time (ts), rise time (tr), steady state error (ess), integral absolute error (IAE), integral squared error (ISE), integral of time-multiplied absolute error (ITAE) and integral of time-multiplied squared error (ITSE), at different values of load (torque). Simulations should be done to show the effectiveness of the controllers based on fuzzy logic techniques and, for each performance index, the PI−like fuzzy speed controller outperformed its conventional counterpart. MATLAB should be used for the simulations.

Habilidades: Algoritmo, Engenharia Elétrica, Engenharia, Matemática, Matlab and Mathematica

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Acerca do Empregador:
( 0 comentários ) Nairobi, Kenya

ID do Projeto: #19445784

6 freelancers estão ofertando em média $298 para esse trabalho


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Hello! I am a mechatronic engineer. I have experience in Machine learning and IA in the field of engineering. I also have knowledge of mechatronic systems and modelling. Please check my last work: https://driv Mais

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Hi wintergreen develops simulink projects related to fuzzy using Induction motor. comparison with PI and PID and fuzzy logic controller. if you need any clarification kindly contact through chat...thank you...

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hello employer nice to meet you i saw your post i think i can complete it if you want, please contact me thank you

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I have vast experience in fuzzy controllers. I have published articles in both fuzzy and pid control with applications to dc motors. I am currently studying a masters in advanced control engineering in the UK. I believ Mais

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