Company Filing History:
Years Active: 2025
Title: Baris Erol: Innovator in Product Orientation and Anomaly Detection
Introduction
Baris Erol is a notable inventor based in Rochester Hills, MI (US). He has made significant contributions to the fields of product orientation and defect detection in manufacturing processes. With a total of 3 patents to his name, Erol continues to push the boundaries of innovation in his industry.
Latest Patents
Erol's latest patents include a system and method for automatically orienting product containers. This computer-implemented method involves acquiring a reference product label image associated with a batch of product containers on a production line. It utilizes a trained deep learning model to compute a perceptual center of the reference product label image based on perceptually relevant label features. A production line camera captures an image slice of the respective product label of individual product containers, and a rotation angle is computed to effect a rotation of the individual product container.
Another significant patent is focused on physics-informed anomaly detection in formed metal parts. This method detects defects in a formed metal part by locating regions of interest in a synthetic image of the part, informed by a physics-based simulation of the forming process. The regions of interest indicate a high risk of defects, and a set of training images is used to train an anomaly detection model to identify defects in actual manufactured parts.
Career Highlights
Baris Erol is currently employed at Siemens Aktiengesellschaft, where he applies his expertise in innovative technologies. His work has been instrumental in enhancing production efficiency and quality control in manufacturing processes.
Collaborations
Erol collaborates with talented coworkers, including Jason Dube and Yuan Zi, who contribute to his projects and innovations.
Conclusion
Baris Erol is a distinguished inventor whose work in product orientation and anomaly detection is shaping the future of manufacturing. His patents reflect a commitment to innovation and excellence in engineering.