Two-Stage Multi-damage Detection Method Based on Energy Balance Equation |
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Authors: | H Y Guo Z L Li |
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Affiliation: | (1) Department of Aerospace Engineering, Indian Institute of Science, Bangalore, 560012, India;(2) School of Aerospace Engineering, School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA;(3) School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA |
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Abstract: | In order to solve structural multi-damage identification problem, a two-stage damage detection method based on energy balance
equation and evidence fusion is presented. First, a Frequency Change Identification (FCI) method and Modal Strain Energy Dissipation
Ratio (MSEDR) method are utilized to preliminarily identify structural damage locations, and then a Fusion Damage Localization
(FDL) method based on evidence theory is proposed to precisely detect damage locations. The FDL method mainly utilizes evidence
theory to combine both the FCI localization information and the MSEDR localization information. Thus, more precise damage
localization information can be acquired. After the damaged locations are determined, an Energy Balance Equation (EBE) index
is presented to identify structural damage extent. Considering that strain energy dissipation should be equal to the change
of modal strain energy, a quartic EBE equation is deduced, and structural damage extent can be obtained through the solution
of the equation. An average quantification index is also proposed to improve identification precision. The simulation results
demonstrate that the FDL method can perfectly detect structural damage locations, and the EBE index and average index can
identify structural damage extent. |
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