Title of article :
Damage diagnostic technique for structural health monitoring using POD and self adaptive differential evolution algorithm
Author/Authors :
A. Rama Mohan Rao، نويسنده , , K. Lakshmi Prasad، نويسنده , , Dhanya Venkatachalam، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
This paper presents a damage detection technique combining proper orthogonal decomposition (POD) with self-adaptive differential evolution algorithm for structural health monitoring considering environmental variability and measurement noises. The damage detection methodology consists of three stages. Identification of the exact time instant of damage and exact spatial location of damage using proper orthogonal modes constitutes the first two stages. The damage severity assessment is the third stage and is formulated as a constrained optimisation problem, solved using newly proposed self-adaptive differential evolution algorithm. Numerical simulation studies indicate that the proposed method is robust and can be used effectively in SHM applications.
Keywords :
structural health monitoring , environmental variability , Proper orthogonal decomposition , Principal angles , differential evolution , Damage detection
Journal title :
Computers and Structures
Journal title :
Computers and Structures