Roger Frye

Title: Innovations by Inventor Roger Frye in Additive Manufacturing

Introduction

Roger Frye, an inventive mind based in Santa Fe, New Mexico, has carved a niche in the field of additive manufacturing with his pioneering ideas. With a remarkable portfolio of two patents, Frye's work is at the forefront of integrating machine learning with advanced manufacturing techniques.

Latest Patents

Frye's most recent patent, titled "Defect identification using machine learning in an additive manufacturing system," showcases a sophisticated apparatus designed to enhance the quality of 3D printed parts. This system employs a processor to steer a beam of energy across a build plane, where metallic powder is fused to create parts. The innovative aspect lies in its ability to utilize sensors that detect electromagnetic energy emitted during the fusion process. Data from these sensors fuel a machine learning algorithm that identifies defects in the fused metallic powder, ensuring higher quality standards in additive manufacturing.

Another significant patent by Frye is focused on "Systems and methods for measuring radiated thermal energy during an additive manufacturing operation." This invention outlines methodologies for evaluating the performance of additive manufacturing processes. It involves generating energy scans across a build plane, utilizing an optical sensing system to measure energy radiation, and determining temperature variations based on specific sensor readings. This comprehensive approach allows for adjustments in the energy source scans, thereby enhancing the overall manufacturing efficiency.

Career Highlights

Roger Frye's career is marked by a strong commitment to innovation in manufacturing technologies. His work at Sigma Labs, Inc. has positioned him as a key player in advancing the field. His contributions not only reflect technical expertise but also a drive to improve manufacturing processes through intelligent systems.

Collaborations

Frye collaborates with notable colleagues such as Darren Beckett and Scott Betts. Together, they foster an environment of creativity and technical brilliance, pushing the boundaries of what is possible in additive manufacturing. Their collective expertise contributes significantly to the success and innovation at Sigma Labs.

Conclusion

With his two patents and a forward-thinking approach, Roger Frye stands as a prominent figure in the world of additive manufacturing. His integration of machine learning into traditional manufacturing processes exemplifies the fusion of technology and creativity, offering promising advancements for future innovations in the industry.