Commit Graph

9 Commits

Author SHA1 Message Date
nuluh
35e25ba4c6 fix(data): ensure output directories are created before saving files
Closes #35
2025-03-16 18:30:52 +07:00
nuluh
c8653f53ea fix(data): update output file naming to include customizable prefix 2025-03-16 13:58:50 +07:00
nuluh
c28e79b022 feat(convert): add prefix parameter to create_damage_files for customizable file naming
Closes #31
2025-03-16 10:57:13 +07:00
nuluh
a1fbe8bd93 feat(convert): Update damage scenarios and output file naming conventions 2024-12-08 18:08:59 +07:00
nuluh
ff5578652f fix(script): Fix bugs taking incorrect column by changing columns and sensor_end_map index number to take the loop of enumeration. 2024-09-03 12:08:53 +07:00
nuluh
db2c5d3a4e feat(script): Update output directory in convert.py 2024-09-03 11:50:44 +07:00
nuluh
ea978de872 - 2024-09-03 11:43:46 +07:00
nuluh
465d257850 feat(script): Add zero-padding to converted CSV filenames for standardize processing pipeline 2024-09-03 11:38:49 +07:00
nuluh
d12eea0acf feat(data-processing): Implement CSV data transformation for SVM analysis
Introduce a Python script for transforming QUGS 2D grid structure data into a simplified 1D beam format suitable for SVM-based damage detection. The script efficiently slices original CSV files into smaller, manageable sets, correlating specific damage scenarios with their corresponding sensor data. This change addresses the challenge of retaining critical damage localization information during the data conversion process, ensuring high-quality, relevant data for 1D analysis.

Closes #20
2024-09-03 11:33:23 +07:00