Company Filing History:
Years Active: 2022
Title: James M Caton: Innovator in Diagnostic Techniques
Introduction
James M Caton is a notable inventor based in Ave Maria, FL (US). He has made significant contributions to the field of diagnostic techniques, particularly in monitoring physical devices and resolving operational events. His innovative approach combines advanced data analysis with machine learning to enhance device performance and reliability.
Latest Patents
James M Caton holds a patent for "Diagnostic techniques for monitoring physical devices and resolving operational events." This patent describes a system that detects operational events associated with a target physical device. The system applies a sliding window to received sensor measurements at successive time intervals to generate a set of data windows. It determines a set of eigenvectors associated with these data windows by performing principal component analysis. The system then calculates angle changes between pairs of eigenvectors and generates a measurement profile through an integral transform. Trained machine-learning models are utilized to detect operational events based on this measurement profile, providing valuable insights into device functionality.
Career Highlights
James M Caton is currently employed at SAS Institute Inc., where he continues to develop innovative solutions in the realm of diagnostics and monitoring. His work has positioned him as a key player in the advancement of technology that enhances operational efficiency.
Collaborations
Throughout his career, James has collaborated with talented individuals such as Thomas Dale Anderson and Priyadarshini Sharma. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
James M Caton exemplifies the spirit of innovation through his work in diagnostic techniques. His contributions not only advance technology but also improve the functionality of physical devices. His patent and ongoing work at SAS Institute Inc. highlight his commitment to enhancing operational efficiency in various applications.