Title :
Vibration Analysis of Cracked Beam Using Genetic Controller
Author :
Choudhury, Sasanka ; Sahu, S. ; Parhi, Dayal R.
Author_Institution :
Nat. Inst. of Technol., Rourkela, India
Abstract :
Damage to structures may occur as a result of normal operations, accidents, deterioration or severe natural events such as earthquakes and storms. Most often the extent and location of damage may be determined through visual inspection. However, in some cases this may not be feasible. The basic strategy applied in this study is to train the first three natural frequencies of the cracked cantilever beam in a genetic algorithm controller which works on the principle of evolution. Here Finite Element Analysis is used to model the crack. The result from the Genetic Controller has been compared with the Finite Element Analysis result. It has been found out that the results are in close agreement with each other.
Keywords :
beams (structures); cantilevers; condition monitoring; crack detection; finite element analysis; genetic algorithms; structural engineering; vibrations; cracked cantilever beams; damage location; finite element analysis; genetic algorithm controller; structure damage; vibration analysis; Finite element methods; Genetic algorithms; Genetics; Integrated circuits; Shafts; Structural beams; Vibrations;
Conference_Titel :
Process Automation, Control and Computing (PACC), 2011 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-61284-765-8
DOI :
10.1109/PACC.2011.5978996