View source for 17958178. Autonomous Uncertainty-Aware Engine For Pressure Gradient Identification Using A Discrete Optimization Framework simplified abstract (Halliburton Energy Services, Inc.)

=Autonomous Uncertainty-Aware Engine For Pressure Gradient Identification Using A Discrete Optimization Framework=


==Organization Name==

[[:Category:Halliburton Energy Services, Inc.|Halliburton Energy Services, Inc.]]


[[Category:Halliburton Energy Services, Inc.]]

==Inventor(s)==

[[:Category:Hamed Chok of Houston TX (US)|Hamed Chok of Houston TX (US)]][[Category:Hamed Chok of Houston TX (US)]]

[[:Category:Bin Dai of Katy TX (US)|Bin Dai of Katy TX (US)]][[Category:Bin Dai of Katy TX (US)]]

[[:Category:Christopher Michael Jones of Katy TX (US)|Christopher Michael Jones of Katy TX (US)]][[Category:Christopher Michael Jones of Katy TX (US)]]

[[:Category:Jonas Toelke of Houston TX (US)|Jonas Toelke of Houston TX (US)]][[Category:Jonas Toelke of Houston TX (US)]]

==Autonomous Uncertainty-Aware Engine For Pressure Gradient Identification Using A Discrete Optimization Framework - A simplified explanation of the abstract==


This abstract first appeared for US patent application 17958178 titled 'Autonomous Uncertainty-Aware Engine For Pressure Gradient Identification Using A Discrete Optimization Framework

==Simplified Explanation==

The abstract describes a method and system for identifying a fluid within a subterranean formation using pressure measurements and solution novelty thresholds.

* Pressure measurements are obtained at different depths using a downhole fluid sampling tool.
* A depth-pressure measurement set is formed from the pressure measurements.
* A solution novelty threshold is created based on the depth-pressure measurement set.
* The solution space is constrained by the solution novelty threshold.
* A solution-space-inscribed simplex is found within the solution novelty threshold.
* A simplicial decomposition is generated for a convex hull of the solution-space-inscribed simplex.
* At least one inscribed simplex within the convex hull is identified.
* A novel simplex interior is determined with the inscribed simplex.
* A plurality of solutions is formed with the novel simplex interior.

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### Potential Applications
- Oil and gas exploration
- Geothermal energy extraction
- Environmental monitoring of underground water sources

### Problems Solved
- Accurately identifying fluids within subterranean formations
- Improving efficiency of fluid sampling and analysis
- Enhancing understanding of underground geological structures

### Benefits
- Increased accuracy in fluid identification
- Cost-effective exploration and extraction processes
- Minimized environmental impact through better monitoring

### Potential Commercial Applications
#### Enhanced Fluid Identification Technology in Subterranean Formations

### Possible Prior Art
No prior art is known at this time.

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#### Unanswered Questions

### How does this method compare to traditional fluid identification techniques in subterranean formations?
This article does not provide a direct comparison with traditional methods, leaving the reader to wonder about the potential advantages or limitations of this new approach.

### What are the specific technical requirements for implementing this method in practical field applications?
The article does not detail the specific equipment or software needed to carry out the described method, leaving a gap in understanding for those interested in adopting this technology.


==Original Abstract Submitted==

A method and system for identifying a fluid within a subterranean formation. The method may comprise obtaining one or more pressure measurements at one or more depths with a downhole fluid sampling tool, forming a depth-pressure measurement set form the one or more pressure measurements, creating a solution novelty threshold from at least the depth-pressure measurement set, constraining a solution space with the solution novelty threshold, and finding a solution-space-inscribed simplex within the solution novelty threshold. The method may further comprise generating a simplicial decomposition for a convex hull of the solution-space-inscribed simplex up to the solution novelty threshold, identifying at least one inscribed simplex within the convex hull of the solution-space-inscribed simplex, determining a novel simplex interior with the at least one inscribed simplex, and forming a plurality of solutions with the novel simplex interior.



[[Category:E21B47/06]]
[[Category:E21B47/04]]