Juan Pablo Atencia Alvarez

Title: Juan Pablo Atencia Alvarez and His Patent for Virtual ESP Monitoring.

Introduction

Juan Pablo Atencia Alvarez is an inventor based in Bogotá, Colombia. His work includes a patent for a virtual electrical submersible pump (ESP) model designed to detect system degradation and support preventive maintenance.

Latest Patents

Atencia Alvarez is associated with 1 patent: “Virtual ESP Model to Detect System Degradation for Preventive Maintenance.” The method selects one or more variables from a wellbore operation and trains multiple machine-learning models using data collected during different time intervals. It then processes samples of those variables through the trained models to generate model responses, which can help identify changes in system behavior and inform maintenance decisions.

Career Highlights

Atencia Alvarez is associated with Halliburton Energy Services, Inc. His patent focuses on applying machine learning to wellbore data, with the aim of detecting degradation in ESP systems and supporting preventive maintenance.

Collaborations

His listed coworker is Frank Corredor. The available information identifies this professional connection but does not specify their roles in the patent or the extent of their collaboration.

Conclusion

Juan Pablo Atencia Alvarez’s patent applies machine-learning models to wellbore variables to help detect ESP system degradation and guide preventive maintenance.