Data-Driven Based Decoupled Control Scheme for Interacting Quadruple Tank Process

It is known that many industrial processes are multiple input multiple output (MIMO) in nature. The main challenge in controlling such processes is the interaction between the loops. In this article, the data-driven virtual reference feedback tuning method VRFT scheme has been applied to control a coupled quadruple tank process. Minimum/Non-minimum phase characteristics may appear based on the valve opening ratios. Simulation results are presented to assess the performance of the data-based tuned PID controllers. Maximum sensitivity is used as a robustness specification tool for the tuning method. Moreover, the gain margin and phase margin are used to asses the robustness of the VRFT based controller due to a plant gain variations.

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Publication Details

Published
2024-11-03
DOI
https://doi.org/10.1109/icsc63929.2024.10928915
Citations
1
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
0.33
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article

Data-Driven Based Decoupled Control Scheme for Interacting Quadruple Tank Process

Osama F. Abdel Aal, Raghad Hemeimat
1 citations
Fault Detection and Control Systems
0.33
article

Data-Driven Based Decoupled Control Scheme for Interacting Quadruple Tank Process

Osama F. Abdel Aal, Raghad Hemeimat
article en
1 citations

Abstract

It is known that many industrial processes are multiple input multiple output (MIMO) in nature. The main challenge in controlling such processes is the interaction between the loops. In this article, the data-driven virtual reference feedback tuning method VRFT scheme has been applied to control a coupled quadruple tank process. Minimum/Non-minimum phase characteristics may appear based on the valve opening ratios. Simulation results are presented to assess the performance of the data-based tuned PID controllers. Maximum sensitivity is used as a robustness specification tool for the tuning method. Moreover, the gain margin and phase margin are used to asses the robustness of the VRFT based controller due to a plant gain variations.

University of Jordan (JO), University of California, Merced (US)
Openalex Percentile: Top 36%
Fault Detection and Control Systems
0.33
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