14: Industrie 4.0, Vorlesung, WS 2018/19, 01.02.2019
Torsten Kröger · 2019
14 | 0:00:00 Start 0:01:24 Syllabus - Winter Term 2018/19 0:01:50 Variants of Anomaly Detection Problem 0:03:24 Unsupervised Anomaly Detection 0:04:34 Statistical Outlier Detection 0:07:21 Classification Based Techniques 0:17:31 Manipulating Data Records 0:21:01 Predictive Maintenance Example in MATLAB 0:22:33 Predicitive Maintance Done by Humans 0:23:44 References for Today's Class 0:24:05 Predictive Maintenance Software 0:25:46 Where to Find Data Analyze? (and Play with) 0:27:34 Recap Resources 0:28:01 Rolling Element Bearing Fault Diagnosis 0:28:46 Ball Pass Frequency 0:29:48 Rolling Element Bearing Fault Diagnosis 0:30:04 MFPT Data Set 0:30:28 Inner Race Fault Data 0:30:50 Time Domain - Closer Lock 0:31:08 Single Envelope Spectrum Analysis 0:31:46 MFPT Data Set 0:38:46 MATLAB Examples