Fuzzy Backstepping Control of Industrial Liquid Level System

This paper presents a fuzzy backstepping controller design to improve the control performance of GUNT RT 512 industrial liquid level system.This system performs the process of reaching the liquid in the level tank to the level reference entered by the controller on it.The original control algorithm run on the ontroller is PID.In this study, the system is tested with a classical backstepping controller and fuzzy backstepping controller.The fuzzy logic controller determines one of the most important parameters of the backstepping controller.Constant and variable liquid levels are applied to the liquid level controller system.The system's dynamic responses are evaluated on response time, settling time, overshoot, and especially steady-state error.The parameter most in need of improvement is the steady-state error for the classical backstepping controller as this controller typically offers asymptotic tracking.Furthermore, the fuzzy backstepping proposes the exact tracking.The simulation results show that improvement has been achieved in almost all performance parameters with the proposed controller.

Authors

Institutions

Publication Details

Journal
Gazi Journal of Engineering Sciences
Published
2024-08-31
DOI
https://doi.org/10.30855/gmbd.0705a08
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fuzzy Backstepping Control of Industrial Liquid Level System

Meral Özarslan Yatak, Naile Aybike Şahin
Gazi Journal of Engineering Sciences
Advanced Algorithms and Applications
article

Fuzzy Backstepping Control of Industrial Liquid Level System

Meral Özarslan Yatak, Naile Aybike Şahin
article en

Abstract

This paper presents a fuzzy backstepping controller design to improve the control performance of GUNT RT 512 industrial liquid level system.This system performs the process of reaching the liquid in the level tank to the level reference entered by the controller on it.The original control algorithm run on the ontroller is PID.In this study, the system is tested with a classical backstepping controller and fuzzy backstepping controller.The fuzzy logic controller determines one of the most important parameters of the backstepping controller.Constant and variable liquid levels are applied to the liquid level controller system.The system's dynamic responses are evaluated on response time, settling time, overshoot, and especially steady-state error.The parameter most in need of improvement is the steady-state error for the classical backstepping controller as this controller typically offers asymptotic tracking.Furthermore, the fuzzy backstepping proposes the exact tracking.The simulation results show that improvement has been achieved in almost all performance parameters with the proposed controller.

Gazi Journal of Engineering SciencesVol. 10(2)
Gazi Hastanesi (TR)
Openalex Percentile: Top 85%
Advanced Algorithms and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.