Skip to main content

2023 | OriginalPaper | Buchkapitel

An Improved Approach for Damage Identification in Plate-Like Structures Based on Modal Assurance Criterion and Modal Strain Energy Method

verfasst von : Thanh-Cao Le, Van-Sy Bach, Chi-Thien Nguyen, Manh-Hung Tran, Duc-Duy Ho

Erschienen in: ICSCEA 2021

Verlag: Springer Nature Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The modal strain energy (MSE) method is proven in many research pieces as an effective tool for damage detection in plate-like structures. However, in some complicated damage scenarios, the damage detection results are not accurate. This study presents an improved two-stage approach based on the Modal Assurance Criterion (MAC) and MSE method to boost the efficiency of MSE. Firstly, a new damage indicator named Modal Strain Energy Damage Index (MSEDI), based on MAC, is developed to locate potential damage elements more accurately in the first stage. Then, the damaged zones in plate structures are determined in both locations and extents in the second stage by minimizing an objective function using a genetic algorithm (GA) algorithm. Two different objective functions, global MSE, and local MSE are considered to examine their efficiencies on the performance of the GA algorithm. Finally, the feasibility of the proposed approach is investigated by numerical examples on a plate comprising multiple damage scenarios and different boundary conditions. The obtained results indicate that even in highly complex damage scenarios, the proposed improvement can identify the actual damage sites and estimate the extent of damage with high precision. The numerical results also show that the computational cost of the optimization process using the objective function based on local MSE change is much lower than that using the objective function based on global MSE change.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Chou JH, Ghaboussi J (2001) Genetic algorithm in structural damage detection. Comput Struct 79(14):1335–1353CrossRef Chou JH, Ghaboussi J (2001) Genetic algorithm in structural damage detection. Comput Struct 79(14):1335–1353CrossRef
2.
Zurück zum Zitat Cornwell P, Doebling SW, Farrar CR (1999) Application of the strain energy damage detection method to plate-like structures. J Sound Vib 224:359–374CrossRef Cornwell P, Doebling SW, Farrar CR (1999) Application of the strain energy damage detection method to plate-like structures. J Sound Vib 224:359–374CrossRef
3.
Zurück zum Zitat Friswell MI, Penny JET, Garvey SD (1998) A combined genetic and eigensensitivity algorithm for the location of damage in structures. Comput Struct 69(5):547–556CrossRefMATH Friswell MI, Penny JET, Garvey SD (1998) A combined genetic and eigensensitivity algorithm for the location of damage in structures. Comput Struct 69(5):547–556CrossRefMATH
4.
Zurück zum Zitat Fu YZ, Liu JK, Wei ZT, Lu ZR (2014) A two-step approach for damage identification in plates. J Vib Control 22(13):3018–3031MathSciNetCrossRef Fu YZ, Liu JK, Wei ZT, Lu ZR (2014) A two-step approach for damage identification in plates. J Vib Control 22(13):3018–3031MathSciNetCrossRef
5.
Zurück zum Zitat Hu HW, Wu CB (2008) Nondestructive damage detection of two dimensional plate structures using modal strain energy method. J Mech 24:319–332CrossRef Hu HW, Wu CB (2008) Nondestructive damage detection of two dimensional plate structures using modal strain energy method. J Mech 24:319–332CrossRef
6.
Zurück zum Zitat Le TC, Ho DD (2015) Damage detection in plate-like structures using modal strain energy-based approach. Review of ministry of construction 6:100–105 Le TC, Ho DD (2015) Damage detection in plate-like structures using modal strain energy-based approach. Review of ministry of construction 6:100–105
7.
Zurück zum Zitat Le TC, Ho DD (2020) Structural damage identification of plates using two-stage approach combining modal strain energy method and genetic algorithm. Proc. of the international conference on modern mechanics and applications 2020 Le TC, Ho DD (2020) Structural damage identification of plates using two-stage approach combining modal strain energy method and genetic algorithm. Proc. of the international conference on modern mechanics and applications 2020
8.
Zurück zum Zitat Marano GC, Quaranta G, Monti G (2011) Modified genetic algorithm for the dynamic identification of structural systems using incomplete measurements. Comput Aided Civ Infrastruct Eng 26(2):92–110CrossRef Marano GC, Quaranta G, Monti G (2011) Modified genetic algorithm for the dynamic identification of structural systems using incomplete measurements. Comput Aided Civ Infrastruct Eng 26(2):92–110CrossRef
9.
Zurück zum Zitat Stubbs N, Kim JT, Farrar CR (1995) Field verification of a nondestructive damage localization and severity estimation algorithm. Proc. of 13th International Modal Analysis Conference 1:210–218 Stubbs N, Kim JT, Farrar CR (1995) Field verification of a nondestructive damage localization and severity estimation algorithm. Proc. of 13th International Modal Analysis Conference 1:210–218
Metadaten
Titel
An Improved Approach for Damage Identification in Plate-Like Structures Based on Modal Assurance Criterion and Modal Strain Energy Method
verfasst von
Thanh-Cao Le
Van-Sy Bach
Chi-Thien Nguyen
Manh-Hung Tran
Duc-Duy Ho
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-3303-5_66