Single Input Interval Type-3 Fuzzy PID Controller Approach

Footprint of uncertainty of the interval type-3 fuzzy (IT3) system is consist of the interval type-2 sets. For this reason, type- 3 fuzzy system is successfully deals with the higher order uncertainty, disturbance and parameter uncertainty than interval type- 2 fuzzy (IT2) system and conventional controller. In this work, we will design single input type-3 fuzzy PID (SIT3FPID) controller for nonlinear system. The SIT3-FPID controller is consists of the conventional PID controller and IT3 system. In the design of SIT3-FPID controller, three triangular interval type- 3 membership functions for input variable and three singleton membership functions are used to output variable. Demonstrated the performance of the SIT3-FPID controller compare the SIT2-FPID and conventional PID controller for the different types of conditions such as nominal, input disturbance, output disturbance, parameter uncertainty and noise. The simulations results are showed that the performance of the SIT3-FPID controller better and robustness than SIT2-FPID and conventional PID controller.

Authors

Institutions

Publication Details

Published
2024-09-21
DOI
https://doi.org/10.1109/idap64064.2024.10711013
Citations
2
Primary Topic
Fuzzy Logic and Control Systems
Type
article
Field-Weighted Citation Impact
0.69
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Single Input Interval Type-3 Fuzzy PID Controller Approach

Cenk Ulu, İhsan Şahin
2 citations
Fuzzy Logic and Control Systems
0.69
article

Single Input Interval Type-3 Fuzzy PID Controller Approach

Cenk Ulu, İhsan Şahin
article en
2 citations

Abstract

Footprint of uncertainty of the interval type-3 fuzzy (IT3) system is consist of the interval type-2 sets. For this reason, type- 3 fuzzy system is successfully deals with the higher order uncertainty, disturbance and parameter uncertainty than interval type- 2 fuzzy (IT2) system and conventional controller. In this work, we will design single input type-3 fuzzy PID (SIT3FPID) controller for nonlinear system. The SIT3-FPID controller is consists of the conventional PID controller and IT3 system. In the design of SIT3-FPID controller, three triangular interval type- 3 membership functions for input variable and three singleton membership functions are used to output variable. Demonstrated the performance of the SIT3-FPID controller compare the SIT2-FPID and conventional PID controller for the different types of conditions such as nominal, input disturbance, output disturbance, parameter uncertainty and noise. The simulations results are showed that the performance of the SIT3-FPID controller better and robustness than SIT2-FPID and conventional PID controller.

Yıldız Technical University (TR)
Affordable and clean energy
Openalex Percentile: Top 24%
Fuzzy Logic and Control Systems
0.69
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.