Concrete Beam-Column Joint Modeling with SAP2000 (using Machine Learning)

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0:00 Introduction
0:17 Objectives
0:48 Excel spreadsheet
1:02 Development of ANN
1:55 Input values
2:44 Output values
3:59 User bulletin

Beam-Column Joint Hinge Generator using an Artificial Neural Network (ANN) is developed to predict the joint shear strength and derive the shear stress-strain and moment rotation curves of both exterior and interior beam-column joints with or without transverse reinforcement.

Spreadsheet can be downloaded from here: https://www.utoledo.edu/engineering/f... (see spreadsheets tab)

Theoretical basis can be found here: https://www.utoledo.edu/engineering/f...

More information: https://www.utoledo.edu/engineering/f...