Build 2018

Data quality

Diff. between two datapoints1 components

Extreme outliers removal1 components

Gaps detection, IQR1 components

Gaps detection, mod. Z-scores1 components

Gaps detection, threshold1 components

Gaps detection, Z-scores1 components

Low density, IQR1 components

Low density, mod.Z-scores1 components

Low density, threshold1 components

Low density, Z-scores1 components

Rolling stdev of time delta1 components

Detect

Change Point Detection1 components

Cumulative sum (CUSUM)1 components

Oscillations1 components

Steady State Detection (CPD)1 components

Steady state (variance)1 components

Equipment

Filter

Fluid Dynamics

Oil and gas

Regression

Resample

Signal generator

Smooth

Statistics

Operators

Example