Title :
Centralised neuro controller for two conical tank interacting level system
Author :
Ravi, V.R. ; Thyagarajan, T. ; Puviyarasi, B.
Author_Institution :
Dept..of Electron.&Instru.Eng., VelammalEngineeringCollege, Chennai, India
Abstract :
The implementation of control algorithms for MIMO systems is often complicated due to variations in process dynamics that occur because of changes in operating point and the characteristics of non linear dynamic coupling. Such changes often render the performance of existing decoupled based decentralized fixed gain PID and Gain scheduling PID controllers unsatisfactory. The dynamic uncertainty associated with MIMO systems make existing model based decoupling impractical for real time system. This work presents control of non linear Two Conical Tank Interacting Level System (TCTILS) using centralised Neuro controller. The TCTILS is considered as two tank benchmark problem used by many researchers. Simulation results show that the centralised Neuro controller realise a good dynamic behaviour of the TCTILS, a perfect level tracking with lesser overshoot, lesser settling time, reduced interaction and good rejection of external load disturbances.
Keywords :
MIMO systems; centralised control; decentralised control; gain control; level control; neurocontrollers; nonlinear control systems; real-time systems; tanks (containers); three-term control; MIMO systems; TCTILS dynamic behaviour; centralised neurocontroller; control algorithms; decoupled-based decentralized fixed gain PID controllers; dynamic uncertainty; gain scheduling PID controllers; load disturbances; model-based decoupling system; nonlinear dynamic coupling; nonlinear two conical tank interacting level system; operating point; perfect level tracking; process dynamics; real time system; tank benchmark problem; Process control; Resistance; Robustness; Servomotors; Centralised control; Conical Tank Interacting Level system; Neuro Controller;
Conference_Titel :
Advanced Communication Control and Computing Technologies (ICACCCT), 2012 IEEE International Conference on
Conference_Location :
Ramanathapuram
Print_ISBN :
978-1-4673-2045-0
DOI :
10.1109/ICACCCT.2012.6320799