Delay identification and control of irrigation channels using Pattern Search algorithms

This paper deals with the delay identification and control of irrigation channels, modelled as lumped-parameter time delay systems, focusing on the difficulties imposed by the transport delay. The adopted control scheme is based on a Modified Smith Predictor, where the delay estimation is implemented using a multi-model scheme in combination with a Pattern Search Method. Thus, the problem of delay estimation is reduced to an optimization problem whose solution is implemented by Pattern Search Techniques. Simulation examples show the effectiveness of the proposed technique in practice.

[1]  Erik Weyer,et al.  Control design for an irrigation channel from physical data , 2008 .

[2]  O. Begovich,et al.  Decentralized Fuzzy Gain Scheduling Control for an Open Irrigation Canal Prototype , 2007, 2007 4th International Conference on Electrical and Electronics Engineering.

[3]  Jan Schuurmans,et al.  Classification of Canal Control Algorithms , 1995 .

[4]  Virginia Torczon,et al.  On the Convergence of Pattern Search Algorithms , 1997, SIAM J. Optim..

[5]  Asier Ibeas,et al.  Multimodel-based techniques for the identification and adaptive control of delayed multi-input multi-output systems , 2011 .

[6]  Erik Weyer,et al.  Control of Irrigation Channels , 2008, IEEE Transactions on Control Systems Technology.

[7]  Vicenç Puig,et al.  MIMO Smith Predictor based LPV control of a multiple pool canal system , 2009, 2009 European Control Conference (ECC).

[8]  Tao Liu,et al.  New modified Smith predictor scheme for integrating and unstable processes with time delay , 2005 .

[9]  Vicente Feliu-Batlle,et al.  Fractional order controller robust to time delay variations for water distribution in an irrigation main canal pool , 2009 .

[10]  Durdu Ömer Faruk A hybrid neural network and ARIMA model for water quality time series prediction , 2010, Eng. Appl. Artif. Intell..

[11]  Erik Weyer,et al.  On physical and data driven modelling of irrigation channels , 2003 .

[12]  Maria Grazia Gasparo,et al.  Generalized Pattern Search methods for a class of nonsmooth optimization problems with structure , 2009 .

[13]  D. P. Atherton,et al.  Modified Smith predictor and controller for processes with time delay , 1999 .

[14]  B. Schutter,et al.  Supervisory nonlinear MPC for emergency voltage control using pattern search , 2009 .

[15]  A. Garcia,et al.  Open channel transient flow control by discrete time LQR methods , 1992, Autom..

[16]  Erik Weyer,et al.  System identification of an open water channel , 2000 .