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Condition monitoring - Initial additions to align with the format #61
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arivperumal19
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94c8b4c
Modularized the code, edited readme & Added requirements.txt file
797e94b
Merge branch 'data-describe:master' into condition-monitoring
arivperumal19 da9b792
Adding more matlab files for EDA and improved jupyter notebook
8abfe91
Updated jupyter notebook with functions and added more data for EDA
32d78bd
Adding more EDA to the jupyter notebook
7946f29
Added images for readme.md
e2fdebf
Added images to readme.md
arivperumal19 14549ab
Update readme.md
arsalsyed24 4db5e8f
Update readme.md
arsalsyed24 ec6c71a
Started with feature Engineering
21be6bb
Started Feature Engineering
71d74d4
Adding Operating Conditions and Damage realted info
00da4f7
Feature Engineering and Initial classification model
242ab19
Feature Engineering and Modeling
Arivarasu19 112420e
Added Vibrations Analysis
Arivarasu19 ac18820
Merge branch 'data-describe:master' into condition-monitoring
arivperumal19 de0f06c
Added more Features to the model
Arivarasu19 26cc8c0
Merge branch 'data-describe:master' into condition-monitoring
arivperumal19 df2820b
Added more Feature Engineering and improved modeling
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761 changes: 761 additions & 0 deletions
761
iot-condition-monitoring/EDA/EDA_bearing_condition_monitoring.ipynb
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117 changes: 0 additions & 117 deletions
117
iot-condition-monitoring/answers/data_cleaning_bcm.ipynb
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,5 +1,4 @@ | ||
mat4py==0.5.0 | ||
scipy==1.10.1 | ||
numpy | ||
pandas | ||
matplotlib | ||
tabula==2.7.0 | ||
data-describe |
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@arivperumal19
Please add experimental setup diagram -
Figure 4 - Modular Test Ring
https://mb.uni-paderborn.de/fileadmin/kat/PDF/Veroeffentlichungen/20160703_PHME16_CM_bearing.pdf