Marcin Jerzy Mizianty

Title: Marcin Jerzy Mizianty: Inventor in Wireline Operations

Introduction

Marcin Jerzy Mizianty is an inventor based in Edmonton, Canada. His patent work addresses the use of machine learning to control multi-stage wireline operations in wells.

Latest Patents

Mizianty is associated with 1 patent: “Method and System for Controlling a Multi-Stage Wireline Operation in a Well.” The invention describes using trained machine-learning models to predict optimized wireline parameters. An initial-stage model generates parameters for the first stage, while a later-stages model generates parameters for each subsequent stage. A wireline control system then carries out the operation according to those predictions. The approach is relevant to well operations such as plug-and-perf procedures.

Career Highlights

The patent highlights Mizianty’s work at the intersection of machine learning and wireline control. Its staged approach uses separate models for the initial and subsequent phases of an operation.

Collaborations

Mizianty’s listed coworkers include Jeffrey Golinowski and David John O’Connell.

Conclusion

Marcin Jerzy Mizianty’s patent focuses on applying machine-learning predictions to improve the control of multi-stage wireline operations in wells.