Title :
Robust power plant control using clonal selection of immune algorithm based multiobjective
Author :
Kim, Dong Hwa ; Jo, Jae Hoon ; Lee, Hwan
Author_Institution :
Dept. of Instrum. & Control Eng., Hanbat Nat. Univ., Daejon, South Korea
Abstract :
Strictly maintaining the steam temperature can be difficult due to heating value variation to the fuel source, time delay changes in the main steam temperature, the change of the dynamic characteristics in the reheater. Up to the present time, PID controller has been used to operate this system. However, it is very difficult to achieve an optimal PID gain with no experience, since the gain of the PID controller has to be manually tuned by trial and error. This paper focuses on tuning of the controller with disturbance rejection using immune based multiobjective approach. In this paper, an ITSE (integral of time weighted squared error) is used to decide performance of tuning results.
Keywords :
learning (artificial intelligence); power plants; power system control; steam power stations; three-term control; PID controller; clonal selection; disturbance control; heating value variation; immune algorithm; immune based multiobjective approach; power plant control; steam temperature; time weighted squared error; Control systems; Delay effects; Error correction; Fuels; Heating; Optimal control; Power generation; Robust control; Temperature; Three-term control; Disturbance control; Immune algorithm; Multiobjective control; PID control;
Conference_Titel :
Hybrid Intelligent Systems, 2004. HIS '04. Fourth International Conference on
Print_ISBN :
0-7695-2291-2
DOI :
10.1109/ICHIS.2004.83