Abstract:
This thesis tries to develop a model for the missile and for the aircraft simply using
those dynamic force model and transfer function and to explore the potential of using
soft computing methodologies such as Evolutionary algorithm(EA) –Differential
algorithm(DE) in controllers and their advantages over conventional methods. PID
controller, being the most widely used controller in industrial applications, needs
efficient methods to control the different parameters of the plant. This thesis asserts that
the conventional approach of PID tuning is not very efficient due to the presence of nonlinearity
in the system of the plant. The output of the conventional PID system has a
quite high overshoot and settling time.
Two problem has been taken from a paper which has been considered as the dynamic
model for missile and aircraft ,based on those problem the project progress.
The main focus of this project is to apply evolutionary algorithm such as differential
algorithm to design and tuning of PID controller to get an output with better dynamic and
static performance. The application of differential algorithm(DE) to the PID controller
imparts it the ability of tuning itself automatically in an on-line process makes it give an
optimum output by searching for the best set of solutions for the PID parameters.
The project also discusses the benefits and the short-comings of both the methods. The
simulation outputs are the MATLAB results obtained for a step input .
Description:
Supervised by
Prof. Dr. Md. Shahid Ullah
Professor
Department of Electrical and Electronic Engineering (EEE)
Islamic University of Technology (IUT)
The Organization of The Islamic Cooperation (OIC)
Gazipur-1704, Dhaka, Bangladesh