nuluh
cba4a00cd8
feat(src): implement working function for dataset B to create ready data from STFT files stft_files and add setup.py for package configuration
2025-04-24 09:32:22 +07:00
nuluh
90a5a76609
wip: add function to create stratified train-test split from STFT data
2025-04-23 12:48:15 +07:00
nuluh
c8509aa728
fix(notebooks): fix out of index stft plotting iteration
2025-04-22 10:55:34 +07:00
nuluh
4ebfb52635
Merge branch '40-feat-add-export-to-csv-method-for-dataprocessor-in-convertpy'
2025-04-21 00:16:39 +07:00
nuluh
cb380219f9
test(notebooks): update file paths for sensor data loading and add markdown for clarity
2025-04-21 00:07:06 +07:00
nuluh
804c178175
fix(notebooks): remove erroneous line and add markdown for testing outside training data
2025-04-20 16:32:31 +07:00
nuluh
1511012e11
refactor(test): update test script to generate damage files index for dataset_B and adjust export path for processed data
2025-04-20 16:02:16 +07:00
nuluh
db2947abdf
fix(data): fix the incorrect output of scipy.stft() data to be pandas.DataFrame shaped (513,513) along with its frequencies as the index and times as the columns (transposed) instead of just the magnitude that being flattened out; add checks for empty data and correct file paths for sensor data loading.
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Closes #43
2025-04-20 14:45:38 +07:00
nuluh
36b36c41ba
feat(data): add export_to_csv method for saving processed data into individuals sensor end and update test script
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Closes #40
2025-04-17 10:10:19 +07:00
Rifqi D. Panuluh
28681017ad
Merge pull request #39 from nuluh/feature/38-feat-redesign-convertpy
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Feature/38 feat redesign `convert.py`
2025-03-22 19:57:20 +07:00
nuluh
ff64f3a3ab
refactor(data): update type annotations for damage files index and related classes. Need better implementation
2025-03-22 19:48:50 +07:00
nuluh
58a316d9c8
feat(data): implement damage files index generation and data processing
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Closes #38
2025-03-21 15:58:50 +07:00
Rifqi D. Panuluh
020028eed8
Merge pull request #36 from nuluh/35-bug-oserror-for-non-existent-folder-when-running-convertpy
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fix(data): ensure output directories are created before saving files
2025-03-16 18:45:36 +07:00
nuluh
35e25ba4c6
fix(data): ensure output directories are created before saving files
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Closes #35
2025-03-16 18:30:52 +07:00
nuluh
8ed1437d6d
Merge branch 'main' of https://github.com/nuluh/thesis
2025-03-16 14:12:11 +07:00
nuluh
96556a1186
```
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No code changes detected.
```
2025-03-16 14:07:56 +07:00
Rifqi D. Panuluh
0a63aab211
Merge pull request #34 from nuluh/stft
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fix(data): update output file naming to include customizable prefix
2025-03-16 14:01:58 +07:00
nuluh
c8653f53ea
fix(data): update output file naming to include customizable prefix
2025-03-16 13:58:50 +07:00
Rifqi D. Panuluh
48ea879863
Create documentation.yml
2025-03-16 12:39:10 +07:00
Rifqi D. Panuluh
69afdb1ad1
Create experiment.yml
2025-03-16 12:38:41 +07:00
Rifqi D. Panuluh
db2d9299e6
Create feature_request.yml
2025-03-16 12:38:14 +07:00
Rifqi D. Panuluh
d5ba1ac0cd
Create bug_report.yml
2025-03-16 12:37:38 +07:00
Rifqi D. Panuluh
144f406226
Create config.yml
2025-03-16 12:36:46 +07:00
Rifqi D. Panuluh
e6f8820989
Merge pull request #33 from nuluh/stft
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chore: add .gitattributes and .gitmessage for commit message guidelines
2025-03-16 12:17:55 +07:00
nuluh
59aa124305
chore: add .gitattributes and .gitmessage for commit message guidelines
2025-03-16 12:16:23 +07:00
Rifqi D. Panuluh
2de04a6ea6
Create CONTRIBUTING.md
2025-03-16 12:02:35 +07:00
Rifqi D. Panuluh
48075a590e
Merge pull request #32 from nuluh/stft
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Stft
2025-03-16 11:49:44 +07:00
nuluh
c28e79b022
feat(convert): add prefix parameter to create_damage_files for customizable file naming
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Closes #31
2025-03-16 10:57:13 +07:00
nuluh
b890e556cf
fix(notebook): correct execution counts and update file naming conventions for STFT processing
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Closes #27
2025-03-11 19:08:56 +07:00
nuluh
fa6e1ff72b
refactor(notebook): seperate process_stft function to individual code cell.
2025-03-08 11:04:37 +07:00
nuluh
a2e339a0a0
feat: Implement STFT verification for individual test runs against aggregated data
2024-12-13 16:30:06 +07:00
nuluh
2decff0cfb
Closes #24
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feat(stft): Implement STFT processing for vibration data with multiprocessing support to include all the data for training process instead of just using `TEST1` only
2024-12-13 16:29:08 +07:00
nuluh
8b4eedab8a
Closes #26
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feat: Specify `fs` when calling `scipy.signal.stft`
2024-12-09 00:49:25 +07:00
nuluh
a1fbe8bd93
feat(convert): Update damage scenarios and output file naming conventions
2024-12-08 18:08:59 +07:00
nuluh
832b6c49db
feat(notebook): Implement STFT with Hann windowing. Closes #22
2024-10-21 19:08:46 +07:00
nuluh
9618714d3c
feat: Prepare all damage cases vibration record data to be merged inside two variables "signal_sensor1" and "signal_sensor2". Closes #23
2024-10-19 15:32:05 +07:00
Rifqi D. Panuluh
b229967e05
Update README.md
2024-09-09 23:14:01 +07:00
Rifqi D. Panuluh
f41edaaa91
Update README.md
2024-09-09 23:13:03 +07:00
Panuluh
e9c06e1ac1
Update LICENSE
2024-09-07 09:13:57 +07:00
nuluh
2f54e91197
feat: Add absolute value option to time feature extraction
2024-09-03 15:39:44 +07:00
nuluh
758255a24e
feat(notebooks): Implement Time-domain feature extraction with real data from QUGS
2024-09-03 12:52:40 +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
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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
nuluh
0306f28a68
docs(notebooks): add extract_numbers docstring
2024-09-03 11:09:47 +07:00
Panuluh
9da3dae709
Merge pull request #18 from nuluh/feature/15-normalize-dataset-by-preprocess-relatives-value-between-two-acceloremeter-sensors
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Feature/15 normalize dataset by preprocess relatives value between two acceloremeter sensors
2024-09-03 08:43:44 +07:00
nuluh
41086e95ad
chore: Ignore .venv/ directory and update .gitignore due to error numpy error ValueError: numpy.ndarray size changed, may indicate binary incompatibility. by creating venv.
2024-09-01 14:50:24 +07:00
nuluh
adde35ed7e
feat(notebook): Normalize the data by calculating the relative value between two sensors. Along with it, MinMaxScaler and StandardScaler are applied and visualize with Seaborn's Pair Plot.
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Closes #15
2024-09-01 14:50:04 +07:00
