Title :
A subspace based method for time delay estimation
Author :
Shalchian, Jafar ; Khaki-Sedigh, Ali ; Fatehi, Alireza
Author_Institution :
Control Dept., K. N. Toosi Univ. of Technol., Tehran, Iran
Abstract :
Time delays are common in industrial processes. The information about the delay value of any process is valuable for both identification and control procedures. Several methods have been suggested for time delay estimation (TDE) in the literature. We propose a simple method based on plant input-output data. The concept of this data driven method is from combination of two well known approaches: Time delay estimation from impulse response and subspace identification. This method can be easily implemented in Multi Input-Multi Output (MIMO) plants. Also, by analyzing the window of input-output data in an online fashion, we can utilize our proposed method for time varying delay case. To verify the effectiveness of our proposed method, the developed procedures are applied to a pH plant model, a MIMO system and a time delay varying scenario. Simulation results demonstrate the effectiveness of the proposed method.
Keywords :
MIMO systems; delay systems; time-varying systems; MIMO system; impulse response; multi input-multi output data; pH plant model; subspace based method; subspace identification; time delay estimation; time varying delay; Approximation methods; Communication system control; Delay effects; Delay estimation; Frequency domain analysis; MIMO; Process control; Sampling methods; Signal processing; Transfer functions; Hankel matrix; Impulse Response; Subspace Identification Methods; Time delay estimation;
Conference_Titel :
Communications, Control and Signal Processing (ISCCSP), 2010 4th International Symposium on
Conference_Location :
Limassol
Print_ISBN :
978-1-4244-6285-8
DOI :
10.1109/ISCCSP.2010.5463407