Irina V Prestwood

Title: Innovations by Irina V Prestwood in Reservoir Modeling

Introduction

Irina V Prestwood is a notable inventor based in Houston, Texas, recognized for her contributions to the field of reservoir modeling. With a total of two patents to her name, she has made significant advancements that integrate neural networks with traditional modeling techniques. Her work is particularly relevant in the oil and gas industry, where understanding reservoir characteristics is crucial for efficient resource extraction.

Latest Patents

Irina's latest patents include "Neural Ordinary Differential Equation Network for Reservoir Modeling" and "Zonal Allocation for Multilayered Subterranean Reservoirs." The first patent describes a method where differential equations defining the physics of a reservoir are modeled as a neural network. This innovative approach utilizes measured data as boundary conditions to calculate various equation parameters. The resulting neural ordinary differential equation network effectively models reservoir characteristics, such as inter-well connectivities and response times for injection and production wells, while adhering to the physics encoded within the network.

The second patent focuses on a system, method, and software designed for modeling zonal allocation in multilayered subterranean reservoirs. It provides a methodology for computing zonal splits for wellbores in fluid communication with producing zones. This automated process enhances the efficiency of modeling and managing multilayered reservoirs.

Career Highlights

Irina currently works at Chevron U.S.A. Inc., where she applies her expertise in reservoir modeling to improve operational efficiencies. Her innovative approaches have positioned her as a key contributor to the company's research and development efforts.

Collaborations

Irina collaborates with esteemed colleagues, including Larry A Bowden, Jr. and Lokendra Jain, to further advance the field of reservoir modeling. Their combined expertise fosters a collaborative environment that drives innovation and enhances the quality of their research.

Conclusion

Irina V Prestwood's work exemplifies the intersection of technology and traditional engineering practices in the oil and gas sector. Her patents not only contribute to the understanding of reservoir dynamics but also pave the way for more efficient resource management. Through her innovative spirit and collaborative efforts, she continues to make a significant impact in her field.