For a typical second-order time-delay system model, an intelligent genetic algorithm is used to initially optimize the initial parameters of the PID controller, and a step response curve of the system is obtained, and the performance index is compared with performance indexes obtained by other optimization methods. The results show that the GA optimization method is more robust
In this paper, we consider the control of time delay system by Proportional-Integral (PI) controller...
Most control engineering problems are characterized by several, often contradicting, objectives, whi...
Most control engineering problems are characterized by several, often contradicting, objectives, whi...
For a typical second-order time-delay system model, an intelligent genetic algorithm is used to init...
Tuning of the PID controller is often done by trial and error which is tedious, · time consuming and...
This paper presents the implementation of PID controller tuning using two modern heuristic technique...
Controller tuning is one of the important aspect in industry. With a good tuning method, it can ensu...
Genetic algorithm for second order system optimization with delay, in stable and unstable open-loop ...
Recently, through the use of soft computing techniques fine tuning of PID controller parameters are ...
The setting and optimization of Proportion Integration Differentiation (PID) parameters have been al...
The servo motors system have been widely used in industrial robotics and electronics due to its exce...
Abstract—Proportional-Integral-Derivative (PID) controllers have been widely used in process industr...
The PID controller is widely used in industry and its tuning is always a concern for the plant stabi...
The PID controller is widely used in industry and its tuning is always a concern for the plant stabi...
This paper presents an efficient and fast tuning method based on a modified genetic algorithm (MGA) ...
In this paper, we consider the control of time delay system by Proportional-Integral (PI) controller...
Most control engineering problems are characterized by several, often contradicting, objectives, whi...
Most control engineering problems are characterized by several, often contradicting, objectives, whi...
For a typical second-order time-delay system model, an intelligent genetic algorithm is used to init...
Tuning of the PID controller is often done by trial and error which is tedious, · time consuming and...
This paper presents the implementation of PID controller tuning using two modern heuristic technique...
Controller tuning is one of the important aspect in industry. With a good tuning method, it can ensu...
Genetic algorithm for second order system optimization with delay, in stable and unstable open-loop ...
Recently, through the use of soft computing techniques fine tuning of PID controller parameters are ...
The setting and optimization of Proportion Integration Differentiation (PID) parameters have been al...
The servo motors system have been widely used in industrial robotics and electronics due to its exce...
Abstract—Proportional-Integral-Derivative (PID) controllers have been widely used in process industr...
The PID controller is widely used in industry and its tuning is always a concern for the plant stabi...
The PID controller is widely used in industry and its tuning is always a concern for the plant stabi...
This paper presents an efficient and fast tuning method based on a modified genetic algorithm (MGA) ...
In this paper, we consider the control of time delay system by Proportional-Integral (PI) controller...
Most control engineering problems are characterized by several, often contradicting, objectives, whi...
Most control engineering problems are characterized by several, often contradicting, objectives, whi...