Control of a Liquid Level System Based on a Proportional-Sum Controller Using Whale Optimizer

This study is about controlling the liquid level in water tanks, which is one of the challenges in the industry.A nonlinear analytical model is derived and validated against linearized continuous-time and discrete-time models, demonstrating their equivalence under nominal conditions.The classical method for tuning a discrete-time proportional-sum controller was applied, with gains tuned via the Ziegler-Nichols method.Additionally, the controller's parameters were fine-tuned by using the whale optimization algorithm.Simulation results for the tank system are presented.While Ziegler-Nichols gives a decent base, it can be said that optimization of the controller parameters should be recommended when dealing with similar problems in real-life situations.Results reveal that the optimized controller reduces the sum of squared errors compared to the classical controller, achieving superior accuracy.

Authors

Publication Details

Published
2025-01-01
DOI
https://doi.org/10.15308/sinteza-2025-63-70
Primary Topic
Advanced Control Systems Optimization
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
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article

Control of a Liquid Level System Based on a Proportional-Sum Controller Using Whale Optimizer

Mitra Vesović, Radiša Jovanović, Vladimir Zarić, Natalija Perišić
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Advanced Control Systems Optimization
article

Control of a Liquid Level System Based on a Proportional-Sum Controller Using Whale Optimizer

Mitra Vesović, Radiša Jovanović, Vladimir Zarić, Natalija Perišić
article en

Abstract

This study is about controlling the liquid level in water tanks, which is one of the challenges in the industry.A nonlinear analytical model is derived and validated against linearized continuous-time and discrete-time models, demonstrating their equivalence under nominal conditions.The classical method for tuning a discrete-time proportional-sum controller was applied, with gains tuned via the Ziegler-Nichols method.Additionally, the controller's parameters were fine-tuned by using the whale optimization algorithm.Simulation results for the tank system are presented.While Ziegler-Nichols gives a decent base, it can be said that optimization of the controller parameters should be recommended when dealing with similar problems in real-life situations.Results reveal that the optimized controller reduces the sum of squared errors compared to the classical controller, achieving superior accuracy.

Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja
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Advanced Control Systems Optimization
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Control of a Liquid Level System Based on a Proportional-Sum Controller Using Whale Optimizer — Mitra Vesović, Radiša Jovanović, et al. · (2025) | TGRS Research Map | TGRS