This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: General Electric Company. Active years: 2019-2023.
Company Filing History:
Years Active: 2019-2023
Title: Innovations of Alexander Turner Graf
Introduction
Alexander Turner Graf is an accomplished inventor based in San Ramon, CA. He has made significant contributions to the field of engineering, particularly in predictive modeling and asset management. With a total of 3 patents, his work focuses on enhancing the efficiency and reliability of various systems.
Latest Patents
One of his latest patents is titled "Predicting Fatigue of an Asset that Heals." This invention involves a system and method that can predict the degradation in the health of an asset that heals. It utilizes data sensed from machines or equipment operated by the asset, taking into account the healing process. The method includes storing time-series data of machine operations and predicting a fatigue value of the operator using a predictive model. This model employs a Rainflow counting algorithm to assess degradation based on changing attributes in the time-series data, along with a healing function that considers the operator's rest. The predicted fatigue value is then displayed via a user interface.
Another notable patent is "Cross-Domain Featuring Engineering." This invention describes a continuously expanding system for cross-domain featuring engineering. The method involves storing predictive features in a cross-domain data store, which have been previously used in machine learning modeling across various domains. It includes receiving data of an asset in a target domain and determining a predictive feature based on previously stored features associated with machine learning models in different domains. The determined predictive feature is then outputted for display via a user interface.
Career Highlights
Alexander Turner Graf is currently employed at General Electric Company, where he applies his expertise in engineering and predictive modeling. His innovative approaches have contributed to advancements in asset management and operational efficiency.
Collaborations
Throughout his career, Alexander has collaborated with notable colleagues, including David A Sulkin and Siyu Wu. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Alexander Turner Graf's contributions to engineering and predictive modeling are noteworthy. His innovative patents reflect a commitment to improving asset management and operational efficiency. His work continues to influence the field and inspire future innovations.