Well characterisation method
One aspect of the invention relates to a method ( 10 ) for characterizing a well ( 700 ) using distributed temperature sensor (DTS) data to optimise a well model ( 12 ). The method comprises providing a well model of flow and thermal properties ( 12 a, 12 b ) of the well ( 700 ), where the well model ( 12 ) has a plurality of adjustable physical parameters, providing a data set made up of a plurality of DTS temperature profiles of the well ( 700 ) taken at different times during operation of the well ( 700 ), and running the well model ( 12 ) with different combinations of the plurality of adjustable physical parameters to match to the plurality of DTS temperature profiles. The DTS temperature profiles may also be pre-processed to make them consistent with one another.
1. A method for characterising a well using distributed temperature sensor (DTS) data to optimise a well model, comprising:
providing a well model of thermal and flow properties of a well, the well model having a plurality of adjustable physical parameters;
providing a data set made up of a plurality of DTS temperature profiles of the well taken at different times during operation of the well;
running the well model on a processor based system with different combinations of the plurality of adjustable physical parameters to match to the plurality of DTS temperature profiles; and
outputting results from running the well model to a graphical user interface to characterize the well.
2. The method of claim 1 , further comprising applying the optimised model as a starting model for comparison with a further DTS temperature profile.
3. The method of claim 1 , further comprising identifying one or more of the adjustable physical parameters as those whose variations are principally responsible for temporal variations in the thermal and/or flow properties of the well.
4. The method of claim 1 , further comprising pre-processing the plurality of DTS temperature profiles to make them consistent with one another.
5. The method of claim 4 , wherein the pre-processing comprises applying depth correction to the plurality of DTS temperature profiles.
6. The method of claim 4 , further comprising applying depth filtering to the plurality of DTS temperature profiles during pre-processing.
7. The method of claim 4 , further comprising applying noise filtering to the plurality of DTS temperature profiles during pre-processing.
8. The method of claim 4 , further comprising normalizing the DTS temperature profiles during pre-processing.
9. A system for characterising a well using distributed temperature sensor (DTS) data to optimise a well model, comprising:
a processor;
a display;
a well model of thermal and flow properties of a well, the well model having a plurality of adjustable physical parameters and being executable on the processor; and
a data set made up of a plurality of DTS temperature profiles of the well taken at different times during operation of the well;
wherein the processor is operable to execute the well model with different combinations of the plurality of adjustable physical parameters to match to the plurality of DTS temperature profiles and to provide an output to the display to facilitate characterization of the well.