switching points: compare dataset vs. autoencoder
23425 23441 sensor drift   num_measurements=16  ->3.84h later
26785 26788 aeration valve num_measurements=3   ->0.72h later
33505 33508 sensor bias    num_measurements=3   ->0.72h later
38305 38309 sensor spike   num_measurements=4   ->0.96h later
40225 40227 sensor spike   num_measurements=2   ->0.48h later
42145 42152 sensor spike   num_measurements=7   ->1.68h later
44065 44072 sensor spike   num_measurements=7   ->1.68h later
47905 47915 sensor PD      num_measurements=10  ->2.4h later

Total time taken by the detection system to evaluate all anomalies: 0.000029 minutes.