Title :
Operator based fault detection and compensation design of an unknown multivariable tank process
Author :
Furukawa, Kazuki ; Mingcong Deng
Author_Institution :
Grad. Sch. of Eng., Tokyo Univ. of Agric. & Technol., Koganei, Japan
Abstract :
In this paper, robust nonlinear tracking control design and operator based fault detection design employing robust right coprime factorization for an uncertain heat exchange tank process are proposed. To prevent unexpected temperature variation and accident of heating an empty tank, liquid level in tank must be controlled simultaneously with the liquid temperature, where control is Multi-Input Multi-Output (MIMO) control. Therefore, first, nonlinear models of liquid temperature process and liquid level system are obtained. This liquid level model is the system assumed the fault occurrence, meanwhile those models have uncertainties and coupling effects. Second, operator based nonlinear feedback tracking control system are realized by using robust right coprime factorization corresponding to the MIMO process. Third, operator based fault detection and compensation design is proposed, and this design is inserted into the control system. Moreover, tracking controllers are designed to obtain desired tracking performance. Finally, the effectiveness of the proposed models and methods is confirmed by simulations.
Keywords :
MIMO systems; accident prevention; compensation; control system synthesis; fault diagnosis; feedback; heat transfer; level control; nonlinear control systems; process control; robust control; tanks (containers); MIMO control; MIMO process; accident prevention; coupling effect; empty tank heating; fault occurrence; liquid level model; liquid level system; liquid temperature process; multiple-input multiple-output control; multivariable tank process; nonlinear model; operator-based fault compensation design; operator-based fault detection design; operator-based nonlinear feedback tracking control system; robust nonlinear tracking control design; robust right coprime factorization; temperature variation; uncertain heat exchange tank process; Accidents; Biological system modeling; Heating; MIMO; Process control; Robustness; Compensation; Fault detection; Nonlinearity; Process; Robust stability analysis; Uncertainty;
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2013 International Conference on
Conference_Location :
Luoyang
Print_ISBN :
978-1-4799-2518-6
DOI :
10.1109/ICAMechS.2013.6681823