From 39951d053090d933a5f6520710993fa9361b9b73 Mon Sep 17 00:00:00 2001 From: Christian Kolset Date: Fri, 5 Dec 2025 17:19:09 -0700 Subject: Added module 5 lectures in markdown --- tutorials/module_5/failure_and_fatigue_prediction.md | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 tutorials/module_5/failure_and_fatigue_prediction.md (limited to 'tutorials/module_5/failure_and_fatigue_prediction.md') 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 \ No newline at end of file -- cgit v1.2.3