This inventor holds 1 USPTO granted patent. Top assignee: Caterpillar Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations by Darren Harton in Ground Engaging Tool Monitoring
Introduction
Darren Harton is an accomplished inventor based in Glenshaw, PA (US). He has made significant contributions to the field of ground engaging tools (GET) through his innovative patent. His work focuses on enhancing the efficiency and safety of machinery used in various industries.
Latest Patents
Darren Harton holds a patent for "Methods for tracking ground engaging tools between and within image frames." This technique is directed to methods and systems for ground engaging tool loss detection. The GET monitoring system can receive image data from one or more cameras mounted on a machine. The image data can include image frames that feature one or more GETs, such as bucket tips, lip shrouds, and/or side shrouds. The system utilizes a neural network to determine whether a GET is missing by comparing consecutive images, depth measurements from the camera, or the distance relationships between multiple GETs. If a GET is determined to be missing from a bucket, the monitoring system generates a notification to alert the operator or personnel at the site. This innovation is crucial for preventing equipment loss and ensuring operational efficiency.
Career Highlights
Darren Harton is currently employed at Caterpillar Inc., a leading company in the manufacturing of construction and mining equipment. His role involves developing advanced technologies that improve the functionality and reliability of GETs. His expertise in this area has positioned him as a valuable asset to his team.
Collaborations
Darren collaborates with his coworker, John Paul Atkinson, to further enhance the capabilities of their GET monitoring systems. Together, they work on integrating new technologies and methodologies to improve the overall performance of their inventions.
Conclusion
Darren Harton's innovative work in tracking ground engaging tools showcases his commitment to advancing technology in the machinery industry. His patent not only addresses critical issues related to equipment loss but also enhances operational safety and efficiency.