Title :
Online tuning PID using fuzzy logic controller with self-tuning method
Author :
Muhammad, Zarmina ; Yusoff, Zakiah Mohd ; Kasuan, N. ; Nordin, Mohd Noor Nasriq ; Rahiman, M.H.F. ; Taib, M.N.
Author_Institution :
Fac. of Electr. Eng., UiTM, Shah Alam, Malaysia
Abstract :
The steam temperature during the extraction process have a great influence on the essential oil quality. Lately, many of the research efforts are seen trying to develop a new control technique to regulate the steam temperature. However, PID is noted to have a simple structure, very straight forward implementation and ease to handle especially when deal with the industrial process. But, the challenges during design the PID is to tune the PID parameters gain that suite to the plant. To overcome this problem, the online tuning PID using the fuzzy logic controller with self-tuning method is utilized to regulate the steam temperature. From the result, the performance of self-tuning fuzzy PID (STFPID) demonstrated good improvement in term of process dynamic characteristic which are process rise time, process settling time, percent overshoot and steady state error. In this work, the proposal control technique has shown the ability to track any parameters changes and have fast recovery the output response during disturbance period.
Keywords :
adaptive control; control system synthesis; distillation; essential oils; fuzzy control; process control; steam; temperature control; three-term control; PID design; PID parameter gain tuning; STFPID; control technique; disturbance period; essential oil quality; extraction process; fuzzy logic controller; industrial process; online tuning PID; output response; parameters change tracking; percent overshoot; process dynamic characteristic; process rise time; process settling time; self-tuning fuzzy PID; self-tuning method; steady state error; steam temperature regulation; Fuzzy logic; Process control; Real-time systems; Robustness; Temperature control; Tuning; PID controller; online tuning; self tuning fuzzy PID;
Conference_Titel :
System Engineering and Technology (ICSET), 2013 IEEE 3rd International Conference on
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4799-1028-1
DOI :
10.1109/ICSEngT.2013.6650150