Title :
Leakage Detection Via Model Based Method
Author :
Yang, S.S. ; Mohamed, Haider A F ; Moghavvemi, M. ; Goh, Y.H.
Author_Institution :
Centre for Res. in Appl. Electron, Univ. of Malaya, Kuala Lumpur
Abstract :
This paper presents a model based approach for real time leakage detection in a nonlinear multi tank flow rig. A state space model of the process was derived based on the expansion of the nonlinear function into a Taylor´s series about the operating point and the retention of only the linear term. The model based approach performs consistency checks of the process against the state space model of the process. Using fault detection technique, leakage indicating signals were generated. False detection due to uncertainty as a result of using the linearised reference mathematical model and sensor noise can be avoided by referring to real time measurement data recorded when system is operating normally. This method has been implemented in real time and results show promising potentials.
Keywords :
fault diagnosis; leak detection; nonlinear control systems; tanks (containers); Taylor series function; false detection; fault detection technique; leakage detection; linearised reference mathematical model; model based method; nonlinear function; nonlinear multitank flow rig; sensor noise; Actuators; Control systems; Electrical equipment industry; Fault detection; Fault diagnosis; Leak detection; Mathematical model; Real time systems; Sensor systems; State-space methods; leakage detection; model based systems; multi-tank rig; real time;
Conference_Titel :
Robotics, Automation and Mechatronics, 2008 IEEE Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1675-2
Electronic_ISBN :
978-1-4244-1676-9
DOI :
10.1109/RAMECH.2008.4681449