Combined Use of Modal Analysis and Machine Learning for Materials Classification

The present study deals with modal work that is a type of framework for structural dynamic testing linear structures. Modal analysis powerful tool works on the parameters to ensure safety materials and eliminate failure possibilities. concept classification through this validated isotropic orthotropic materials, reaching up 100% accuracy when deploying machine learning approach between mode number associated frequency interrelated variables were extracted from performed by ANSYS. This shows new method dependent only knowledge resonance specific material opens directions future developments create single device can identify classify different engineering materials.