PID controller based on artificial intelligence : Applied to different models /
Ahmed Abdelhaleem Mohammed Salem
PID controller based on artificial intelligence : Applied to different models / المتحكم التناسبي التكاملي التفاضلي المعتمد علي الذكاء الإصطناعي : مع التطبيق علي نماذج مختلفة Ahmed Abdelhaleem Mohammed Salem ; Supervised Mohamed A. M. Hassan , Mohamed E. Ammar - Cairo : Ahmed Abdelhaleem Mohammed Salem , 2014 - 138 P. : charts ; 30cm
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Electrical Power and Machines
The PID controllers are the most commonly used controller structures in industry. The main challenge is in the aspect of tuning of the gains. There are several traditional techniques introduced by Ziegler and Nichols but it is inefficient. In this thesis, it is proposed that the PID controller tuned based on the Artificial Intelligence techniques (the GAs, the Improved Genetic Algorithms and finally the PSO). Then applied all techniques to different applications (DC-Motor and AVR System), from the results the techniques based on Artificial intelligence are better than traditional techniques
AVR system DC-Motor PID-controller
PID controller based on artificial intelligence : Applied to different models / المتحكم التناسبي التكاملي التفاضلي المعتمد علي الذكاء الإصطناعي : مع التطبيق علي نماذج مختلفة Ahmed Abdelhaleem Mohammed Salem ; Supervised Mohamed A. M. Hassan , Mohamed E. Ammar - Cairo : Ahmed Abdelhaleem Mohammed Salem , 2014 - 138 P. : charts ; 30cm
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Electrical Power and Machines
The PID controllers are the most commonly used controller structures in industry. The main challenge is in the aspect of tuning of the gains. There are several traditional techniques introduced by Ziegler and Nichols but it is inefficient. In this thesis, it is proposed that the PID controller tuned based on the Artificial Intelligence techniques (the GAs, the Improved Genetic Algorithms and finally the PSO). Then applied all techniques to different applications (DC-Motor and AVR System), from the results the techniques based on Artificial intelligence are better than traditional techniques
AVR system DC-Motor PID-controller