Neural network for damage in a framework

摘要

The framework used to obtain data with which the Artificial Neural Network (ANN) was developed is shown. Its geometry, properties of the material, sections of structural elements, and loads used are described. Then, the numerical model of the framework under study is developed in structural analysis software SAP2000 (Computers and Structures Inc. 2009) in order to obtain its modal parameters. In addition, a program made in Matlab~® is shown, from which data with and without damage of the framework under study were obtained, and with which the ANN was developed.