H∞-optimal interval observer design for nonlinear PDE systems

This paper mainly focuses on the interval observer design for nonlinear partial differential equation systems with non-homogeneous Dirichlet boundary conditions. Initially, under unknown but bounded external disturbances and uncertainties caused by unmeasurable premise variables, a Takagi–Sugeno fuzzy interval observer is established to estimate the upper and lower bounds of the system state. Then, by converting non-homogeneous Dirichlet boundary conditions into homogeneous ones, the solvable conditions to ensure the stability of the upper and lower observation errors are designed. Furthermore, to improve the observation accuracy of the designed interval observer, an H ∞ -optimal fuzzy interval observer is designed to make the interval width more compact. Finally, the effectiveness and advantages of the designed interval observer are verified through numerical simulations.

Authors

Publication Details

Journal
Fuzzy Sets and Systems
Published
2024-12-13
DOI
https://doi.org/10.1016/j.fss.2024.109242
Citations
5
Primary Topic
Advanced Control Systems Optimization
Type
article
Field-Weighted Citation Impact
1.64

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

H∞-optimal interval observer design for nonlinear PDE systems

Zhijia Zhao, Shuai Song, Xiaona Song, Zenglong Peng
5 citations
Fuzzy Sets and Systems
Advanced Control Systems Optimization
1.64
article

H∞-optimal interval observer design for nonlinear PDE systems

Zhijia Zhao, Shuai Song, Xiaona Song, Zenglong Peng
article en
5 citations

Abstract

This paper mainly focuses on the interval observer design for nonlinear partial differential equation systems with non-homogeneous Dirichlet boundary conditions. Initially, under unknown but bounded external disturbances and uncertainties caused by unmeasurable premise variables, a Takagi–Sugeno fuzzy interval observer is established to estimate the upper and lower bounds of the system state. Then, by converting non-homogeneous Dirichlet boundary conditions into homogeneous ones, the solvable conditions to ensure the stability of the upper and lower observation errors are designed. Furthermore, to improve the observation accuracy of the designed interval observer, an H ∞ -optimal fuzzy interval observer is designed to make the interval width more compact. Finally, the effectiveness and advantages of the designed interval observer are verified through numerical simulations.

Fuzzy Sets and SystemsVol. 503
National Natural Science Foundation of China
Openalex Percentile: Top 15%
Advanced Control Systems Optimization
1.64
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.