The Application of artificial neural networks in predicting structural response of multistory building in the region of Sumatra Island
R Suryanita - KnE Engineering, 2016 - knepublishing.com
Abstract Artificial Neural Network (ANN) method is a prediction tool which is widely used in
various fields of application. This study utilizes ANN to predict structural response (story drift)
of multi-story reinforced concrete building under earthquake load in the region of Sumatera
Island. Modal response spectrum analysis is performed to simulate earthquake loading and
produce structural response data for further use in the ANN. The ANN architecture
comprises of 3 layers: an input layer, a hidden layer, and an output layer. Earthquake load …
various fields of application. This study utilizes ANN to predict structural response (story drift)
of multi-story reinforced concrete building under earthquake load in the region of Sumatera
Island. Modal response spectrum analysis is performed to simulate earthquake loading and
produce structural response data for further use in the ANN. The ANN architecture
comprises of 3 layers: an input layer, a hidden layer, and an output layer. Earthquake load …
[PDF][PDF] The Application of Artificial Neural Networks in Predicting Structural Response of Multistory Building in The Region of
R Suryanita - Renewable Energy, 2015 - ft.unri.ac.id
Abstract Artificial Neural Network (ANN) method is a prediction tool which is widely used in
various fields of application. This study utilizes ANN to predict structural response (story drift)
of multi-story reinforced concrete building under earthquake load in the region of Sumatera
lsland. Modal response spectrum analysis is performed to simulate earthquake loading and
produce structural response data for further use in the ANN. The ANN architecture
comprises of 3 layers: an input layer, a hidden layer, and an output layer. Earthquake load …
various fields of application. This study utilizes ANN to predict structural response (story drift)
of multi-story reinforced concrete building under earthquake load in the region of Sumatera
lsland. Modal response spectrum analysis is performed to simulate earthquake loading and
produce structural response data for further use in the ANN. The ANN architecture
comprises of 3 layers: an input layer, a hidden layer, and an output layer. Earthquake load …
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