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Development of a GIS Tool to Optimize Fluids
Management in the Shale Gas Industry
Ashwin Dhanasekar, Dr. Ken Carlson
Colorado State University
Hydraulic Fracturing
Produced Water
Current Scenario
Colorado Energy Water Consortium
GIS Tool
Chemistry Tool
GIS Based Treatment Application
• Recoil of the Drilling Process
• Frac Flowback
• Produced Water
• Current Scenario
Municipal Water
Groundwater
Surface Water
Flowback Water
Drilling & Fracturing
Produced Water
Deep Well Injection
Municipal Water
Groundwater
Surface Water
Flowback Water
Drilling & Fracturing
Produced Water
Deep Well Injection
Water Recycling
Fracturing Fluid
How?
Areas of Focus:
Water Quantity
Water Quality
Location Analytics
GIS integrated Water Management Tool
• State Databases
• Public WebsitesPublic Data
• Industry – Noble Energy
• Other IndustriesPrivate Data
• Government Agencies
• Colorado Oil & Gas AssociationCommon Data
Base Water Quantity Analysis
Flow Predictions
Production Predictions
Spatial Integration
Water Quality Analysis
Spatial Analysis
Water Quality Prediction
Treatment Specifics Calibration
OLI Analyzer
Equilibrium Chemistry Trend Analysis
Treatment Characterization
Optimized Treatment Simulations
Water Quality
Data Unavailability
Sampling
Quality Test
Certified Labs
Initial Water Quality
Chemistry Model
Based on Initial WQ
Prelim Treatment
Prediction
Monitoring
characteristics
through stages
OLI Analyzer & ESP Simulator Tool
Pre-
Analysis
Water Quality Data
Analysis &
Model
Building
OLI Analyzer
Automated
Process
Builder &
Simulator
OLI ESP Program
Data Collection
Data Analysis
Data Correction
Equilibrium Setup
Model Building
Single Process Identified for
Optimization
Model built for particular process
Tested and Analyzed
Process Simulation
Optimization of Model for Process
Process Build Layout Design
Location Analytics
• Truck Traffic
• Piping Network
• Centralized
Treatment Plant
Location
• Tank Volume
Monitoring
Project
Objective
Primary GIS Model – Quantity based
Data Collection & Analysis
Prediction Scenarios Developing &
Processing
Publishing on ArcGIS Explorer Online for
Public Viewing
Water
Quality Data
Water
Quantity
Data
Processing
into
Chemistry
Calculator
Charge
Balance &
Equilibrium
Calculations
Developmen
t of Link –
Chemistry
Calculator &
GIS Map
Final GIS Based
Application with Custom
Tools for Water Quality
Analysis
Output
Excel File
Co-
ordinates
Database
File
Water Data
Production
Data
ArcGIS
Geodatabas
e
Map Service
Developmen
t
Publish
Service
Developmen
t of Web
Application
Using
Services as
Layers
Developing
Web Map
Reconcile
pH
Reconcile
Alkalinity
Model Composition
Softening to
a Set pH
Measured
pH
Measured
Alkalinity
Predicted
Solids, TDS, pH, Alkalinity, Condu
ctivity, Density
Compare to
Measured
Solids
Removed
Recover
Water - RO
Neutralize to
a Set pH
Osmotic
Pressure
Reagents
Required
Reagents
Required
Chemistry Output
Water
Recovery
& Residue
Chemistry Tool - CalcAq
GIS Tool - ArcGIS
• Improved Error Handling
• Spatial Variability
• Optimized Treatment
• Reduced Truck Traffic
• Dr. Ken Carlson & Colorado State University
• Noble Energy Inc.
• Colorado Oil & Gas Conservation Commission
• ESRI Southwest User Group
• ESRI Regional Office, Broomfield, CO
Contact: ashwin.dhanasekar@colostate.edu

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ESRI International User Conference Presentation

  • 1. Development of a GIS Tool to Optimize Fluids Management in the Shale Gas Industry Ashwin Dhanasekar, Dr. Ken Carlson Colorado State University
  • 2. Hydraulic Fracturing Produced Water Current Scenario Colorado Energy Water Consortium GIS Tool Chemistry Tool GIS Based Treatment Application
  • 3.
  • 4.
  • 5. • Recoil of the Drilling Process • Frac Flowback • Produced Water • Current Scenario
  • 6.
  • 7. Municipal Water Groundwater Surface Water Flowback Water Drilling & Fracturing Produced Water Deep Well Injection
  • 8. Municipal Water Groundwater Surface Water Flowback Water Drilling & Fracturing Produced Water Deep Well Injection Water Recycling Fracturing Fluid
  • 9. How? Areas of Focus: Water Quantity Water Quality Location Analytics GIS integrated Water Management Tool
  • 10. • State Databases • Public WebsitesPublic Data • Industry – Noble Energy • Other IndustriesPrivate Data • Government Agencies • Colorado Oil & Gas AssociationCommon Data
  • 11. Base Water Quantity Analysis Flow Predictions Production Predictions Spatial Integration
  • 12. Water Quality Analysis Spatial Analysis Water Quality Prediction Treatment Specifics Calibration
  • 13.
  • 14. OLI Analyzer Equilibrium Chemistry Trend Analysis Treatment Characterization Optimized Treatment Simulations
  • 15. Water Quality Data Unavailability Sampling Quality Test Certified Labs Initial Water Quality Chemistry Model Based on Initial WQ Prelim Treatment Prediction Monitoring characteristics through stages
  • 16.
  • 17.
  • 18.
  • 19.
  • 20. OLI Analyzer & ESP Simulator Tool Pre- Analysis Water Quality Data Analysis & Model Building OLI Analyzer Automated Process Builder & Simulator OLI ESP Program Data Collection Data Analysis Data Correction Equilibrium Setup Model Building Single Process Identified for Optimization Model built for particular process Tested and Analyzed Process Simulation Optimization of Model for Process Process Build Layout Design
  • 21. Location Analytics • Truck Traffic • Piping Network • Centralized Treatment Plant Location • Tank Volume Monitoring
  • 23. Primary GIS Model – Quantity based Data Collection & Analysis Prediction Scenarios Developing & Processing Publishing on ArcGIS Explorer Online for Public Viewing
  • 24. Water Quality Data Water Quantity Data Processing into Chemistry Calculator Charge Balance & Equilibrium Calculations Developmen t of Link – Chemistry Calculator & GIS Map Final GIS Based Application with Custom Tools for Water Quality Analysis Output Excel File Co- ordinates Database File Water Data Production Data ArcGIS Geodatabas e Map Service Developmen t Publish Service Developmen t of Web Application Using Services as Layers Developing Web Map Reconcile pH Reconcile Alkalinity Model Composition Softening to a Set pH Measured pH Measured Alkalinity Predicted Solids, TDS, pH, Alkalinity, Condu ctivity, Density Compare to Measured Solids Removed Recover Water - RO Neutralize to a Set pH Osmotic Pressure Reagents Required Reagents Required Chemistry Output Water Recovery & Residue Chemistry Tool - CalcAq GIS Tool - ArcGIS
  • 25. • Improved Error Handling • Spatial Variability • Optimized Treatment • Reduced Truck Traffic • Dr. Ken Carlson & Colorado State University • Noble Energy Inc. • Colorado Oil & Gas Conservation Commission • ESRI Southwest User Group • ESRI Regional Office, Broomfield, CO Contact: ashwin.dhanasekar@colostate.edu

Editor's Notes

  1. Here is a brief explanation of how the tool was planned.