Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs

In this paper, we propose an efficient computational boundary control strategy for reducing water pressure shock effects generated by the suddenly operation of the valve closure located at the end of a fluid flow pipeline. First, we model the dynamic of the fluid flow transmission system as a couple...

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Main Authors: Zhigang Ren, Tehuan Chen, Zhijia Zhao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8827491/
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spelling doaj-c3a706f975984930947bb968d25533512021-04-05T17:08:59ZengIEEEIEEE Access2169-35362019-01-01712718912719710.1109/ACCESS.2019.29399978827491Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEsZhigang Ren0https://orcid.org/0000-0002-0913-0130Tehuan Chen1Zhijia Zhao2https://orcid.org/0000-0001-5893-0233Guangdong Key Laboratory of IoT Information Processing, School of Automation, Guangdong University of Technology, Guangzhou, ChinaFaculty of Mechanical Engineering and Mechanics, Ningbo University, Ningbo, ChinaSchool of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou, ChinaIn this paper, we propose an efficient computational boundary control strategy for reducing water pressure shock effects generated by the suddenly operation of the valve closure located at the end of a fluid flow pipeline. First, we model the dynamic of the fluid flow transmission system as a coupled hyperbolic partial differential equations (PDEs), and then the water pressure suppression problem is formulated as a finite-time PDE-constrained optimal control problem. Second, we directly parameterize the time-varying boundary control input as a set of basic piecewise-quadratic functions which are needed to be optimized, the penalty function method is also introduced to deal with the inequality control constraint. As a result, the original PDE-constrained problem is transformed as a sequence of parameter optimization problems which can be easily solved by using existing gradient-based methods such as sequential quadratic programming (SQP). The exact gradient formulas of the cost function are derived analytically by using adjoint-based sensitivity analysis method. Finally, numerical simulations are illustrated to demonstrate our designed computational optimal boundary controller can significantly reduce the water pressure shock and fluctuation in the fluid flow transmission system.https://ieeexplore.ieee.org/document/8827491/Fluid flowboundary controlcontrol parameterizationoptimal controlhyperbolic PDEs
collection DOAJ
language English
format Article
sources DOAJ
author Zhigang Ren
Tehuan Chen
Zhijia Zhao
spellingShingle Zhigang Ren
Tehuan Chen
Zhijia Zhao
Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs
IEEE Access
Fluid flow
boundary control
control parameterization
optimal control
hyperbolic PDEs
author_facet Zhigang Ren
Tehuan Chen
Zhijia Zhao
author_sort Zhigang Ren
title Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs
title_short Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs
title_full Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs
title_fullStr Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs
title_full_unstemmed Computational Optimal Boundary Control for Water Pressure Suppression Arising in a Fluid Flow System Modeled by Hyperbolic PDEs
title_sort computational optimal boundary control for water pressure suppression arising in a fluid flow system modeled by hyperbolic pdes
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description In this paper, we propose an efficient computational boundary control strategy for reducing water pressure shock effects generated by the suddenly operation of the valve closure located at the end of a fluid flow pipeline. First, we model the dynamic of the fluid flow transmission system as a coupled hyperbolic partial differential equations (PDEs), and then the water pressure suppression problem is formulated as a finite-time PDE-constrained optimal control problem. Second, we directly parameterize the time-varying boundary control input as a set of basic piecewise-quadratic functions which are needed to be optimized, the penalty function method is also introduced to deal with the inequality control constraint. As a result, the original PDE-constrained problem is transformed as a sequence of parameter optimization problems which can be easily solved by using existing gradient-based methods such as sequential quadratic programming (SQP). The exact gradient formulas of the cost function are derived analytically by using adjoint-based sensitivity analysis method. Finally, numerical simulations are illustrated to demonstrate our designed computational optimal boundary controller can significantly reduce the water pressure shock and fluctuation in the fluid flow transmission system.
topic Fluid flow
boundary control
control parameterization
optimal control
hyperbolic PDEs
url https://ieeexplore.ieee.org/document/8827491/
work_keys_str_mv AT zhigangren computationaloptimalboundarycontrolforwaterpressuresuppressionarisinginafluidflowsystemmodeledbyhyperbolicpdes
AT tehuanchen computationaloptimalboundarycontrolforwaterpressuresuppressionarisinginafluidflowsystemmodeledbyhyperbolicpdes
AT zhijiazhao computationaloptimalboundarycontrolforwaterpressuresuppressionarisinginafluidflowsystemmodeledbyhyperbolicpdes
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