Model-Free Adaptive Time-Delay-Based Estimation Control for Input-Saturated Coupled Tank System: Experimental Validation

Coupled tank systems are widely employed in various industries, including wastewater treatment, water desalination, pharmaceuticals, and petrochemicals. Precise liquid level regulation is a critical challenge in these applications, especially under system uncertainty and disturbance. This paper introduces a novel model-free, robust adaptive time delay-based estimation control to address this challenge, with disturbances and input saturation. The proposed controller employs a time delay-based estimation technique to estimate unknown system dynamics using the immediate past input and output data. This estimated information is then integrated into a composite control scheme to compensate for unknown dynamics and disturbances. A new adaptive-based proportional controller is proposed, which avoids overestimating the adaptive gains. The closed-loop analysis through Lyapunov theory guarantees uniformly ultimately boundedness of all the internal states. Experimental results validate the better performance of the proposed controller compared to existing schemes under different operating conditions.

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Publication Details

Journal
IEEE Transactions on Automation Science and Engineering
Published
2025-01-01
DOI
https://doi.org/10.1109/tase.2025.3594752
Primary Topic
Advanced Control Systems Optimization
Type
article
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article

Model-Free Adaptive Time-Delay-Based Estimation Control for Input-Saturated Coupled Tank System: Experimental Validation

Syed Muhammad Amrr, Abdullah Abushokor
IEEE Transactions on Automation Science and Engineering
Advanced Control Systems Optimization
article

Model-Free Adaptive Time-Delay-Based Estimation Control for Input-Saturated Coupled Tank System: Experimental Validation

Syed Muhammad Amrr, Abdullah Abushokor
article en

Abstract

Coupled tank systems are widely employed in various industries, including wastewater treatment, water desalination, pharmaceuticals, and petrochemicals. Precise liquid level regulation is a critical challenge in these applications, especially under system uncertainty and disturbance. This paper introduces a novel model-free, robust adaptive time delay-based estimation control to address this challenge, with disturbances and input saturation. The proposed controller employs a time delay-based estimation technique to estimate unknown system dynamics using the immediate past input and output data. This estimated information is then integrated into a composite control scheme to compensate for unknown dynamics and disturbances. A new adaptive-based proportional controller is proposed, which avoids overestimating the adaptive gains. The closed-loop analysis through Lyapunov theory guarantees uniformly ultimately boundedness of all the internal states. Experimental results validate the better performance of the proposed controller compared to existing schemes under different operating conditions.

IEEE Transactions on Automation Science and EngineeringVol. 22
King Fahd University of Petroleum and Minerals (SA)
Affordable and clean energy
Openalex Percentile: Top 78%
Advanced Control Systems Optimization
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Model-Free Adaptive Time-Delay-Based Estimation Control for Input-Saturated Coupled Tank System: Experimental Validation — Syed Muhammad Amrr, Abdullah Abushokor · IEEE Transactions on Automation Science and Engineering (2025) | TGRS Research Map | TGRS