Concurrent structural and material fatigue damage prognosis integrating sensor data

Jingjing He, Xuefei Guan, Yongming Liu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, a novel method for concurrent structural and material fatigue crack growth analysis integrating sensor data is proposed. The proposed method is based a strain responses reconstruction algorithm for a dynamic system and a time-based fatigue crack growth formulation. The dynamic reconstruction is based on the empirical mode decomposition with intermittency criteria and transformation equations derived from finite element modeling. The structural responses measured from remote locations decomposed into modal responses using empirical mode decomposition. Transformation equations based on finite element modeling are employed to extrapolate the modal responses from the measured locations to critical locations where fatigue damage is likely to occur. The fatigue prognosis problem at the structural and material level is expressed as a set of coupled hirachical state-space functions. Concurrent analysis for a frame strcutrue is demonstrated and discussions are given based on the simulation results.

Original languageEnglish (US)
Title of host publication54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference
DOIs
StatePublished - 2013
Event54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference - Boston, MA, United States
Duration: Apr 8 2013Apr 11 2013

Other

Other54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference
CountryUnited States
CityBoston, MA
Period4/8/134/11/13

Fingerprint

Fatigue damage
Fatigue of materials
Fatigue crack propagation
Sensors
Decomposition
Dynamical systems

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Mechanics of Materials
  • Building and Construction
  • Architecture

Cite this

He, J., Guan, X., & Liu, Y. (2013). Concurrent structural and material fatigue damage prognosis integrating sensor data. In 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference https://doi.org/10.2514/6.2013-1500

Concurrent structural and material fatigue damage prognosis integrating sensor data. / He, Jingjing; Guan, Xuefei; Liu, Yongming.

54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 2013.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

He, J, Guan, X & Liu, Y 2013, Concurrent structural and material fatigue damage prognosis integrating sensor data. in 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Boston, MA, United States, 4/8/13. https://doi.org/10.2514/6.2013-1500
He J, Guan X, Liu Y. Concurrent structural and material fatigue damage prognosis integrating sensor data. In 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 2013 https://doi.org/10.2514/6.2013-1500
He, Jingjing ; Guan, Xuefei ; Liu, Yongming. / Concurrent structural and material fatigue damage prognosis integrating sensor data. 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 2013.
@inproceedings{deb3639f4a944ecc8916cb16ed6ae640,
title = "Concurrent structural and material fatigue damage prognosis integrating sensor data",
abstract = "In this paper, a novel method for concurrent structural and material fatigue crack growth analysis integrating sensor data is proposed. The proposed method is based a strain responses reconstruction algorithm for a dynamic system and a time-based fatigue crack growth formulation. The dynamic reconstruction is based on the empirical mode decomposition with intermittency criteria and transformation equations derived from finite element modeling. The structural responses measured from remote locations decomposed into modal responses using empirical mode decomposition. Transformation equations based on finite element modeling are employed to extrapolate the modal responses from the measured locations to critical locations where fatigue damage is likely to occur. The fatigue prognosis problem at the structural and material level is expressed as a set of coupled hirachical state-space functions. Concurrent analysis for a frame strcutrue is demonstrated and discussions are given based on the simulation results.",
author = "Jingjing He and Xuefei Guan and Yongming Liu",
year = "2013",
doi = "10.2514/6.2013-1500",
language = "English (US)",
isbn = "9781624102233",
booktitle = "54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference",

}

TY - GEN

T1 - Concurrent structural and material fatigue damage prognosis integrating sensor data

AU - He, Jingjing

AU - Guan, Xuefei

AU - Liu, Yongming

PY - 2013

Y1 - 2013

N2 - In this paper, a novel method for concurrent structural and material fatigue crack growth analysis integrating sensor data is proposed. The proposed method is based a strain responses reconstruction algorithm for a dynamic system and a time-based fatigue crack growth formulation. The dynamic reconstruction is based on the empirical mode decomposition with intermittency criteria and transformation equations derived from finite element modeling. The structural responses measured from remote locations decomposed into modal responses using empirical mode decomposition. Transformation equations based on finite element modeling are employed to extrapolate the modal responses from the measured locations to critical locations where fatigue damage is likely to occur. The fatigue prognosis problem at the structural and material level is expressed as a set of coupled hirachical state-space functions. Concurrent analysis for a frame strcutrue is demonstrated and discussions are given based on the simulation results.

AB - In this paper, a novel method for concurrent structural and material fatigue crack growth analysis integrating sensor data is proposed. The proposed method is based a strain responses reconstruction algorithm for a dynamic system and a time-based fatigue crack growth formulation. The dynamic reconstruction is based on the empirical mode decomposition with intermittency criteria and transformation equations derived from finite element modeling. The structural responses measured from remote locations decomposed into modal responses using empirical mode decomposition. Transformation equations based on finite element modeling are employed to extrapolate the modal responses from the measured locations to critical locations where fatigue damage is likely to occur. The fatigue prognosis problem at the structural and material level is expressed as a set of coupled hirachical state-space functions. Concurrent analysis for a frame strcutrue is demonstrated and discussions are given based on the simulation results.

UR - http://www.scopus.com/inward/record.url?scp=84880833944&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84880833944&partnerID=8YFLogxK

U2 - 10.2514/6.2013-1500

DO - 10.2514/6.2013-1500

M3 - Conference contribution

AN - SCOPUS:84880833944

SN - 9781624102233

BT - 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference

ER -