Published October 16, 2018 | Version v1

data_set_ANN + results

Authors/Creators

Description

Excel sheets:

 

IN - input (independent) variable values for all 64 data points

  variable ID 1 = frequency of the 1st free vibration mode (Hz)

  variable ID 3 = frequency of the 2nd free vibration mode (Hz)

  variable ID 3 = frequency of the 3rd free vibration mode (Hz)

 

TARGET - target (dependent) variable values for all 64 data points

  variable ID 1 = damage location (m) = distance from beam edge

 

TARGET vs OUTPUT - target (expected) vs. output (yielded by the proposed ANN) values

 

 

Check reference below (to be added when the paper is published)

https://www.researchgate.net/publication/328870831_12_Neural_Networks_-_Structural_Damage_-_Localization

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