data_set_ANN + results

Authors

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

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.8

FAIR Score

77%

Citations

1

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Open Access

Assigned Domain

Subfield

Civil and Structural Engineering

Field

Engineering

Domain

Physical Sciences

Confidence Score

36%

Source

Scholar Data Model

Keywords

Damage LocalizationDynamic PropertiesModal FrequenciesStructural MembersSteel BeamsArtificial Neural Networks

Normalization Factors

FT

65.38

CTw

1.00

MTw

1.00