Output-only underdetermined modal parameters identification based on block term decomposition

Research on the use of limited sensor measurement information to identify modal parameters in underdetermined situation has important engineering application values. This paper proposes an under determined modal parameters identification method based on block term decomposition (BTD). By transforming the underdetermined modal parameters identification problem into tensor uniqueness decomposition problem, the connection between modal parameters identification and tensor decomposition is established, and the algorithm is optimized to solve the problem of uncertain sequence of source signals after decomposition. Finally, through a numerical simulation example and an experiment of a certain type of solid rocket motor structure, the ability of the proposed method in dealing with the identification of underdetermined modal parameters is verified, demonstrating good engineering application prospects.

Authors

Institutions

Publication Details

Journal
International Journal of Applied Electromagnetics and Mechanics
Published
2025-03-26
DOI
https://doi.org/10.1177/13835416251329225
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Output-only underdetermined modal parameters identification based on block term decomposition

Longlei Dong, Ao Zhang
International Journal of Applied Electromagnetics and Mechanics
Structural Health Monitoring Techniques
article

Output-only underdetermined modal parameters identification based on block term decomposition

Longlei Dong, Ao Zhang
article en

Abstract

Research on the use of limited sensor measurement information to identify modal parameters in underdetermined situation has important engineering application values. This paper proposes an under determined modal parameters identification method based on block term decomposition (BTD). By transforming the underdetermined modal parameters identification problem into tensor uniqueness decomposition problem, the connection between modal parameters identification and tensor decomposition is established, and the algorithm is optimized to solve the problem of uncertain sequence of source signals after decomposition. Finally, through a numerical simulation example and an experiment of a certain type of solid rocket motor structure, the ability of the proposed method in dealing with the identification of underdetermined modal parameters is verified, demonstrating good engineering application prospects.

International Journal of Applied Electromagnetics and MechanicsVol. 78(1-3)
Xi'an Jiaotong University (CN)
Shanghai Aerospace Science and Technology Innovation Foundation
Openalex Percentile: Top 94%
Structural Health Monitoring Techniques
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.