Adaptive bounded bilinear control of a parallel-flow heat exchanger
Adaptive bounded bilinear control of a parallel-flow heat exchanger
This work investigates the adaptive constrained control design for a parallel-flow heat exchanger represented by a system of two coupled linear first-order hyperbolic partial differential equations (PDEs). This system incorporates structured uncertainty involving unknown in-domain parameters that characterize neglected dynamics in the heat exchanger model. These parameters may encompass unmodeled heat transfer phenomena, variations in fluid properties, and modeling simplifications. The objective is to regulate the internal fluid outlet temperature to track a desired reference trajectory by adjusting the external fluid velocity. Due to inherent physical constraints, this manipulated variable is upper and lower-bounded. Accordingly, the control problem is bounded and bilinear. Using the set-invariance principle and an energy-like framework, we first develop a bounded state-feedback controller. Then, since the measurements are considered only at the boundaries, we propose an adaptive boundary observer using a swapping scheme and a recursive least squares identifier. The proposed adaptive observer provides online estimates of the distributed state and the unknown parameters. Next, the state-feedback controller is associated with the boundary observer and parameter identifier, and the exponential stability of the closed-loop system is guaranteed using Lyapunov's stability theory. Finally, we provide numerical simulations to demonstrate the efficiency of the proposed control scheme.
adaptive control, boundary observer, bounded bilinear control, coupled hyperbolic PDEs of balance laws, set-invariance, swapping method
320-331
Mechhoud, Sarah
6b15d086-998d-490c-a1a5-99a857506e53
Belkhatir, Zehor
de90d742-a58f-4425-837c-20ff960fb9b6
27 February 2025
Mechhoud, Sarah
6b15d086-998d-490c-a1a5-99a857506e53
Belkhatir, Zehor
de90d742-a58f-4425-837c-20ff960fb9b6
Mechhoud, Sarah and Belkhatir, Zehor
(2025)
Adaptive bounded bilinear control of a parallel-flow heat exchanger.
International Journal of Adaptive Control and Signal Processing, 39 (2), .
(doi:10.1002/acs.3939).
Abstract
This work investigates the adaptive constrained control design for a parallel-flow heat exchanger represented by a system of two coupled linear first-order hyperbolic partial differential equations (PDEs). This system incorporates structured uncertainty involving unknown in-domain parameters that characterize neglected dynamics in the heat exchanger model. These parameters may encompass unmodeled heat transfer phenomena, variations in fluid properties, and modeling simplifications. The objective is to regulate the internal fluid outlet temperature to track a desired reference trajectory by adjusting the external fluid velocity. Due to inherent physical constraints, this manipulated variable is upper and lower-bounded. Accordingly, the control problem is bounded and bilinear. Using the set-invariance principle and an energy-like framework, we first develop a bounded state-feedback controller. Then, since the measurements are considered only at the boundaries, we propose an adaptive boundary observer using a swapping scheme and a recursive least squares identifier. The proposed adaptive observer provides online estimates of the distributed state and the unknown parameters. Next, the state-feedback controller is associated with the boundary observer and parameter identifier, and the exponential stability of the closed-loop system is guaranteed using Lyapunov's stability theory. Finally, we provide numerical simulations to demonstrate the efficiency of the proposed control scheme.
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More information
Accepted/In Press date: 4 November 2024
e-pub ahead of print date: 24 November 2024
Published date: 27 February 2025
Keywords:
adaptive control, boundary observer, bounded bilinear control, coupled hyperbolic PDEs of balance laws, set-invariance, swapping method
Identifiers
Local EPrints ID: 502645
URI: http://eprints.soton.ac.uk/id/eprint/502645
ISSN: 0890-6327
PURE UUID: cfd897ea-30af-4dd6-a2e6-ad0bb6ada326
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Date deposited: 02 Jul 2025 17:02
Last modified: 05 Jul 2025 02:13
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Contributors
Author:
Sarah Mechhoud
Author:
Zehor Belkhatir
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