Apparatus, system and methods for alerting of abnormal drilling conditions
A method of monitoring drilling conditions includes acquiring raw data from drilling equipment and conditioning the raw data to generate conditioned data. Conditioning the raw data includes removing outlier data values and/or filtering out noise. The method further includes processing the conditioned data to generate output values. Processing the conditioned data includes determining a slope of a first set of data values of the conditioned data. The first set of data values correspond to a regression length of time. Processing the conditioned data further includes determining whether a difference between the slope of the first set of data values and a median slope determined over a median window of time exceeds a threshold. The method also includes generating an alarm based on the output values to indicate an abnormal drilling condition.
1. A method of monitoring drilling conditions, the method comprising:
acquiring raw data from drilling equipment;
conditioning, by a data conditioning module, the raw data to generate conditioned data, wherein conditioning the raw data comprises removing outlier data values and/or filtering out noise;
processing, by a data processor, the conditioned data to generate output values for use in alarm generation, wherein processing the conditioned data comprises:
determining a slope of a first set of data values of the conditioned data with respect to a regression length of time, the first set of data values corresponding to a regression length of time; and
determining whether a difference between the slope of the first set of data values and a median slope determined over a median window of time exceeds a threshold, wherein the median slope is a middle value of a set of slope values over the median window of time; and
generating, by an alarm generator, an alarm based on the output values to indicate an abnormal drilling condition.
2. The method of claim 1 , further comprising determining a rig state to generate a rig state indicator value that indicates whether a drilling rig is drilling, wherein the alarm is generated based on the rig state indicator value.
3. The method of claim 1 , wherein acquiring the raw data from the drilling equipment comprises receiving the raw data from one or more sensors used in drilling operations.
4. The method of claim 3 , wherein the one or more sensors sense a wellbore pressure and a stroke rate for pumping drilling mud.
5. The method of claim 1 , wherein conditioning the raw data further comprises performing a deadband operation to reduce unwanted variations in filtered data produced by performing filtering out noise.
6. The method of claim 1 , wherein the raw data comprise data sets representing stand pipe pressure (SPP), total strokes per minute (SPM), block position (BP), weight on bit (WOB), tank volume (TV), and/or flow out (FO).
7. The method of claim 1 , wherein the alarm comprises a drilling break alarm indicating an increase in a rate of penetration (ROP) that occurs without a corresponding increase in weight on bit (WOB).
8. The method of claim 6 , further comprising compensating for lag time between causally related data sets of the conditioned data.