Outline. DESTINY: A Software for Flow Diagnostics and History Matching Using Streamlines. Hongquan Chen. Software Introduction.
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1 DESTINY: A Software for Flow Diagnostics and History Matching Using Streamlines Hongquan Chen Software Introduction Outline Flow diagnostics & History matching Flow diagnostics Streamline Time of Flight Drainage(Swept) Volume Rate Allocation Injection Efficiency History matching Well Responses Before and After Calibration Permeability Calibration BHP, WCT Sensitivity
2 Software Introduction DESTINY Finite difference simulation Not streamline simulator but Post simulation processing Flow diagnostics: Streamlines Well partitioning Drainage/swept volume Rate allocation Injection efficiency Visualization History matching: Permeability calibration Sensitivity calculation 3 Flow Diagnostics Streamline: show flow path according to the velocity field. Time of flight (TOF): particle travel time along streamline. Drainage volume of producer at time t: the reservoir volume covered by streamlines within time t. Streamline TOF cut off Drainage volume 4
3 producer injector Flow Diagnostics Brugge Case Time of flight to producer Partition by producers Drainage volume of producers at 0000 day Time of flight to injectors Partition by injectors Swept volume of injectors at 0000 day 5 Flow Diagnostics A tight gas reservoir case with producers only aquifer fault Streamline at 000 days 6
4 Flow Diagnostics Phase tracing captures the movement of every phase Phase streamlines Field oil saturation Total velocity tracing Water streamlines Oil streamlines 7 Flow Diagnostics producers injectors wellname BR I BR I BR I 3 BR I 4 BR I 5 BR I 6 BR I 7 BR I 8 BR I 9 BR I 0 BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P Rate Allocation Map Connector thickness stands for liquid rate allocation (streamline number) 8
5 Flow Diagnostics producers Production Allocation Map Bubble size stands for liquid production rate Portion size stands for rate allocation from different injectors injectors BR I BR I BR I 3 BR I 4 BR I 5 BR I 6 BR I 7 BR I 8 BR I 9 BR I 0 sum BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P sum Flow Diagnostics Injection Allocation Map Bubble size stands for injection rate Portion size stands for injection allocation to different producers producers injectors BR I BR I BR I 3 BR I 4 BR I 5 BR I 6 BR I 7 BR I 8 BR I 9 BR I 0 sum BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P BR P sum
6 offset _ oil _ rate( STB / Day) Injection _ Efficiency injection _ rate( STB / Day) Flow Diagnostics BEGIN HEADER X Y Z STRING,WellName FLOAT,InjRate FLOAT,OffsetOilRate END HEADER BR I BR I BR I BR I BR I BR I BR I BR I BR I BR I For rate optimization: Increase injection rate of high efficiency Decrease injection rate of low efficiency offset oil rate (STB/Day) BR I 3 BR I injection rate (STB/Day) History Matching BHP sensitivity initial perm BHP WCT sensitivity final perm WCT Trace streamline general travel time (GTT) calculate sensitivity Calibrate perm Shift well response
7 History Matching: Basic Workflow Finite difference simulation streamline tracing Initial Model FINISH YES Mis fit? NO model update sensitivity Calibrated Model 3 Training 4
8 Software interface Setting. name of simulation deck file. Run simulation or not 3. All: trace streamlines for all steps; Single: need to specify which step to trace streamline in Schedule time box. 4. Total number of streamlines for the whole reservoir. 5. Trace streamline from producers or injectors 6. Can trace phase streamlines or streamlines of total flux. 7. History matching water cut and flowing bottom hole pressure for each producer. 8. Output inversion sensitivity 5 Under working directory Generated Files Inside Destiny folder rate allocation Injection efficiency Streamline sensitivity WCT WCTH BHP BHPH Permeability calibration The following slides shows how to visualize these files in Petrel and Excel. 6
9 Flow Diagnostics 7 Streamline Streamline only for BR P 5 full streamline 8
10 Streamline 3. Open petrel and go to cases tab.. Right click to import file. 3. Choose ECLIPSE.DATA to import the Brugge case simulation result. 9 Streamline 4. Go to Models tab and check streamline box to show streamline.. Choose the property which is to be shown on streamline. 3. Choose the time step to show streamline. 4. Turn on all wells for visualizing the well positions Pick streamlines only for specific well. 3 0
11 Time of Flight TOF to injector TOF to producer Time of Flight. Choose Time of flight(end) to view TOF to producers. Choose Time of flight(start) to view TOF to injectors
12 Drainage(Swept) Volume Drainage Volume at 000 days Swept Volume at 000 days 3 Drainage(Swept) Volume. Import diagnostic results from D_grid_diagnose_0.grdecl.. Double click Properties and go to filter tab. 4
13 Drainage(Swept) Volume The use of filter. Choose filter tab.. Check use value filter box. 3. Highlight PARTITION_FLUID_SINK term. 4. Check use filter box. 5. Set Max as Set Min as (the partition numbers of corresponding wells are listed in D_terminator.log file, which is in Destiny folder under current case directory ). 6 5 Drainage(Swept) Volume The use of filter. Choose filter tab.. Check use value filter box. 3. Highlight PARTITION_FLUID_SOURCE term. 4. Check use filter box. 5. Set Max as Set Min as (the partition numbers of corresponding wells are listed in D_terminator.log file, which is in Destiny folder under current case directory ). 6 6
14 Drainage(Swept) Volume. Choose PAERIRION_FLUID_SINK term to view reservoir partition according to producers.. Use TOF_FLUID_PRO as filter to cut out drainage volume at time 000 day. 7 Drainage(Swept) Volume. Choose PARTITION_FLUID_SOURCE term to view reservoir partition according to injectors.. Use TOF_FLUID_INJ as filter to cut out swept volume at time 000 day. 8
15 Rate Allocation 9 Rate Allocation 3. Open D_RateAlloc_Plot.xlsm. Import data to data sheet from D_PRO_ALLOC_0.txt and D_INJ_ALLOC_0.txt. 3. Click PLOT in data sheet. 4. Check result in PLOT sheet 4 30
16 History Matching 3 Well Responses Before and After Calibration 3
17 Well Responses Before and After Calibration 3 4. Open D_Well_plot.xlsm in the package. Import initial simulation result D_Well_Response_0.txt to initial sheet 3. Import final simulation result D_Well_Response_0.txt to final sheet 4. Go to chart_template sheet and click PLOT 5. Check the plots in PLOT sheet 5 33 Permeability Calibration Initial permxhistogram unpdated permx histogram 34
18 Permeability Calibration. Import PERMX_DIFFERENCE0. In Filter tab, uncheck all value filters but only use PARTITION_FLUID_SOURCE, set the Min as to filter out all the inactive cells 35 Permeability Calibration Choose PERMX_DIFFERENCE0 to view and double click it to set colors. Choose Colors tab 3. Check Override global property templates 4. Choose RGB 5. Insert new color tab in the middle of color scale 6. Set max as Set min as 500 and make the color blue 8. Set middle value as 0 and make the color gray
19 BHP, WCT Sensitivity WCT sensitivity for producer BR P 0 BHP sensitivity for producer BR P 0 37 BHP, WCT Sensitivity Use DESTINY to import sensitivity. Choose D_sensitivity_wct_BR P 0 to import sensitivity of cells towards BR P 0 s WCT curve.. Choose D_sensitivity_bhp_BR P 0 to import sensitivity of cells towards BR P 0 s BHP curve. 38
20 BHP, WCT Sensitivity 3 4. highlight D_sensitivity_wct_BR P 0 in filter tab. Check use filter 3. Set Max as 0 to filter out insensitive cells 4. In Models section, Choose D_sensitivity_wct_BR P 0 to view the cells that are sensitive for well BR P 0 s water cut 39 BHP, WCT Sensitivity. highlight D_sensitivity_bhp_BR P 0 in filter tab. Check use filter 3. Set Min as to filter out insensitive cells 4. In Models section, Choose D_sensitivity_bhp_BR P 0 to view the cells that are sensitive for well BR P 0 s bottom hole pressure
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