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| author | Christian Kolset <christian.kolset@gmail.com> | 2025-12-05 17:19:09 -0700 |
|---|---|---|
| committer | Christian Kolset <christian.kolset@gmail.com> | 2025-12-05 17:19:09 -0700 |
| commit | 39951d053090d933a5f6520710993fa9361b9b73 (patch) | |
| tree | 8054d36ca163881abd53534bcb669bcd97ee9fe8 /tutorials/module_5/failure_and_fatigue_prediction.md | |
| parent | db4ccdbf5305dae374882e5416db88be91ec132b (diff) | |
Added module 5 lectures in markdown
Diffstat (limited to 'tutorials/module_5/failure_and_fatigue_prediction.md')
| -rw-r--r-- | tutorials/module_5/failure_and_fatigue_prediction.md | 10 |
1 files changed, 10 insertions, 0 deletions
diff --git a/tutorials/module_5/failure_and_fatigue_prediction.md b/tutorials/module_5/failure_and_fatigue_prediction.md new file mode 100644 index 0000000..c4ac70b --- /dev/null +++ b/tutorials/module_5/failure_and_fatigue_prediction.md @@ -0,0 +1,10 @@ +Lecture 8: AI for Failure & Fatigue Prediction + +- Using time-series sensor data +- Features: peaks, cycles, RMS, stress/strain sequences +- Classical models vs ANN-based predictors +- Introduction to RUL (Remaining Useful Life) concepts +- Real-world challenges: + - limited failure examples + - imbalanced data + - saftey requirements and false positives
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