Simon Kozlov

Title: Simon Kozlov: Innovator in Assembly Unit Manufacturing

Introduction

Simon Kozlov is a prominent inventor based in Burlingame, California. He has made significant contributions to the field of manufacturing, particularly in the monitoring and prediction of defects in assembly units. With a total of 13 patents to his name, Kozlov's work is at the forefront of innovation in manufacturing technology.

Latest Patents

Kozlov's latest patents include a method for monitoring the manufacture of assembly units. This method involves receiving a selection of a target location hypothesized by a user to contain an origin of a defect. It also includes accessing a feature map that links non-visual manufacturing features to physical locations within the assembly type. For each assembly unit, the method accesses an inspection image recorded by an optical inspection station during production. It projects the target location onto the inspection image, detects visual features proximal to the target location, and aggregates non-visual manufacturing features associated with those locations. The method calculates correlations between visual and non-visual manufacturing features related to the defect for the set of assembly units.

Another significant patent is a method for predicting defects in assembly units. This method accesses a first set of inspection images recorded by an optical inspection station over a specified period. It generates a first set of vectors representing features extracted from these images and groups neighboring vectors in a multi-dimensional feature space. The method then accesses a second inspection image of a second assembly recorded at a later time, detects a second set of features, and generates a second vector. If this second vector deviates from the set of vector groups by more than a threshold difference, the second assembly unit is flagged for potential defects.

Career Highlights

Simon Kozlov is currently employed at Instrumental, Inc., where he continues to develop innovative solutions for manufacturing processes. His work has been instrumental in enhancing the efficiency and reliability of assembly unit production.

Collaborations

Kozlov collaborates with notable colleagues, including Samuel Bruce Weiss and Anna-Katrina Shedletsky. Their combined expertise contributes to the advancement of manufacturing technologies and the development of new methodologies.

Conclusion

Simon Kozlov is a key figure in the field of manufacturing innovation, with a focus on monitoring and predicting defects in assembly units. His contributions through patents and collaboration with other experts highlight his commitment to advancing manufacturing technology.