Title :
Optimized PID controller design for electric furnace temperature systems with Nelder Mead Algorithm
Author :
Sinlapakun, Vunlop ; Assawinchaichote, Wudhichai
Author_Institution :
Electron. & Telecommun. Eng., King Mongkut´s Univ. of Technol. Thonburi, Bangkok, Thailand
Abstract :
This paper presents a design of PID controller for furnace temperature control system. Currently, PID controller has been used to operate in electric furnace temperature control system because its structure is simpler compared to others. However, the issue of tuning and designing PID controller adaptively and efficiently is still open. This paper presents an improved PID controller efficiency from tuning by Nelder Mead method. The parameters of PID controller shall be obtained from the Nelder Mead optimization procedure. Errors between desired magnitude response and actual magnitude response are calculated by using the Integral of Absolute Error (IAE). The proposed Nelder Mead based PID design method is simpler, more efficient and effective than the existing traditional methods included Ziegler Nichols, Cohen-Coon and Direct Synthesis. Simulation result shows that the performance of PID controller using this proposed method is better than traditional methods.
Keywords :
control system synthesis; electric furnaces; optimisation; temperature control; three-term control; IAE; Integral of Absolute Error; Nelder Mead based PID controller design method; Nelder Mead optimization procedure; electric furnace temperature control system; Algorithm design and analysis; Furnaces; Optimization; Temperature control; Transfer functions; Tuning; Electric furnance; Nelder Mead optimization; PID Controller; PID parameters;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2015 12th International Conference on
Conference_Location :
Hua Hin
DOI :
10.1109/ECTICon.2015.7206925