Designing a practical GUI based on Machine Learning with usability in Civil and Structural Engineering for designing Reinforcement Concrete Column

This paper presents a practical GUI in which some machine learning methods are used to propose three column’s features namely steel area, a and b dimensions (x, y directions). The value of these elements are very effective in stability analysis of buildings when building’s structure faces forces from different directions. Existence of a software application, which consults as like as an expert engineer and proposes initial appropriate element sections, is very useful. Here a model is trained and then a graphical user interface is designed which is executable in different computers. It is noteworthy that in the field of civil and structural engineering, there is no application, which works based on this idea.

Keywords:

Machine Learning , Reinforcement Concrete Column , Modeling of Concrete Structures , GUI ,