Data diagnostics flowchart

Common causes for data inconsistencies are as follows:

  • Recompletion, reperf, refrac
  • Fracture cleanup
  • Wellbore cleanup
  • Liquid loading
  • Slugging
  • Tubing change-out
  • Changing flowpath
  • Under-reported work-overs
  • Incorrect pressure source and flow path
  • Pressure or rate averaging
  • Out of sync pressure and rate time-tracks
  • Missing flowing pressures or rates
  • Incorrect initial pressure
  • Misreported water production
  • Significant increase in water gas ratio (WGR)

Use the flowchart below to evaluate the quality of your data:

 

Start pre-analysis diagnostics here

   

Do the instantaneous changes in pressure and rate correlate?

See the step change correlation on the rate & pressure vs. time plot.

Is the well operating under high drawdown?

See the drawdown plot.

Is the trend in rate and pressure consistent?

See the trend correlation on the rate & pressure vs time plot.

Is the data smooth?
Is the data continuous?

See the stable data and continuous smooth data plots on the rate & pressure vs time plot.

Have the outliers been removed?

See the continuous smooth data plot on the rate & pressure vs time plot.

Does the Blasingame graph continuously decline?
Or, does the NPI graph continuously incline?

See the Blasingame and NPI plots

Do the Blasingame or NPI plots contain a single continuous stem?

See the Blasingame and NPI plots

Does the FMB rate plot trend decline?
Or, does the FMB pressure plot trend incline?

See the FMB rate and FMB pressure plots

Do the FMB rate or pressure plots have a single continuous stem?

See the FMB rate and FMB pressure plots

Is the gas rate above the critical Turner rate?

See the Turner rate plot

Is the water rate reported?
Does it appear to be correct?

See the WGR & water rate plot

Is the water rate free of rapid increases?

See the WGR & water rate plot

Is WGR free of rapid decreases?

See the WGR & water rate plot

Is the gas rate on the log-log plot free of sharp declines?

See the log gas rate plot
 

Finish. Proceed to analysis