Data Science, Condition Monitoring, Chemical Engineering.
first, lets look at the data. We see a left skewed distribution and that the values measured over time move between (approximately) -0.05 and 1.39. The mean is at 0.76. Time-series-plot of a fan A threshold is determined with Otsu’s method, resulting in a threshold at 0.45. Group 1 consists of the