Company Filing History:
Years Active: 2025
Title: The Innovative Contributions of Ife Siffre
Introduction
Ife Siffre is a notable inventor based in Detroit, MI (US). She has made significant contributions to the field of non-destructive evaluation of stator insulation conditions. With a total of 2 patents to her name, her work is paving the way for advancements in machine learning and artificial intelligence applications in engineering.
Latest Patents
Ife Siffre's latest patents include "Methods and systems for non-destructive evaluation of stator insulation condition." This patent outlines a method that involves receiving images of the stator at an automated tool implemented at a processor of a computing system. The images depict slots in the inner surface of the stator, and the method processes these images using image processing and deep learning algorithms. The processed images are then input to an AI model trained to identify varnish distribution, resulting in a two-dimensional presentation of varnish distribution output from the AI model.
Another significant patent is "Methods and systems for verification of machine learning-based varnish analysis." This patent describes a method for verifying a deep learning tool that evaluates varnish conditions of a stator. The method includes receiving images of replicas of a stator section with different predetermined varnish fill percentages. The deep learning tool processes and analyzes these images to output estimated varnish fill percentages, which are then compared to the predetermined values, leading to recommendations for further training or adjustments.
Career Highlights
Ife Siffre is currently employed at Ford Global Technologies, LLC, where she applies her expertise in developing innovative solutions for stator evaluation. Her work is instrumental in enhancing the reliability and efficiency of electrical machines.
Collaborations
Ife collaborates with talented coworkers, including Robert Schroeter and Jackson Lenz, to drive innovation in their projects. Their teamwork fosters a creative environment that leads to groundbreaking advancements in their field.
Conclusion
Ife Siffre's contributions to the field of engineering through her patents and collaborative efforts highlight her role as a leading inventor. Her innovative methods are setting new standards in the evaluation of stator insulation conditions, showcasing the impact of her work on the industry.