Title :
Model development for real time optimal control in pipe lines
Author :
Boyun Wang ; Warnock, April ; Stefanopoulou, Anna G. ; Katopodes, Nikolaos D.
Author_Institution :
Dept. of Mech. Eng., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
A model reference optimal control architecture for the real-time fluid control of eliminating a contaminant plume from a pipe system was introduced in an earlier paper [1]. The mathematical model for the contaminant flow, is now extended and parameterized based on computational fluid dynamic simulations of a two-dimensional (2D) channel. It is also shown, based on the computational fluid dynamics (CFD) simulations, that the 2D-based mathematical model can be used for three-dimensional (3D) pipe flow problem under certain constraints. Finally, we also derive a very simple control law of the flow rate in a boundary port that would remove a contaminant if the flow was a theoretical 2D flow. This simple control law can initialize the iterative process of computing the optimal flow based on a more complex model and real-time measurements. With the results in this article, the optimal control architecture can be tested in the real-time prototype experiments. Further improvements on the mathematical model and control algorithm can be made for real life pipe-line fluid control problems.
Keywords :
channel flow; computational fluid dynamics; contamination; flow control; flow measurement; flow simulation; iterative methods; optimal control; pipe flow; pipelines; real-time systems; 2D-based mathematical model; CFD simulation; boundary port; complex model; computational fluid dynamic simulations; contaminant flow; contaminant plume; control algorithm; flow rate control law; iterative process; mathematical model; model reference optimal control architecture; optimal flow computation; pipe line sysyem; real life pipe-line fluid control problems; real time optimal control model development; real-time fluid control; real-time measurements; real-time prototype experiments; three-dimensional pipe flow problem; two-dimensional channel; Approximation methods; Computational fluid dynamics; Computational modeling; Mathematical model; Optimal control; Ports (Computers); Real-time systems;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580704