Commit Graph

3 Commits

Author SHA1 Message Date
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