Ryan Baumann

Title: Ryan Baumann: Innovator in Machine State Analytics

Introduction

Ryan Baumann is a notable inventor based in Peoria, IL (US). He has made significant contributions to the field of machine state determination and optimization through his innovative patents. With a total of 2 patents, Baumann's work focuses on utilizing video and audio analytics to enhance worksite operations.

Latest Patents

Baumann's latest patents include a "System and method for determination of machine state based on video and audio analytics." This patent discloses systems and methods for analyzing and optimizing worksite operations by receiving various sensor data and determining machine states. The process involves comparing these states to modeled machine states to classify operations and detect irregularities or inefficiencies.

Another significant patent is the "System and method for managing mixed fleet worksites using video and audio analytics." This invention outlines methods for managing and optimizing operations at mixed fleet worksites. It includes receiving sensor data from both in-network and out-of-network machines, determining their states, and generating responses based on detected irregularities or inefficiencies.

Career Highlights

Ryan Baumann is currently employed at Caterpillar Inc., a leading company in the manufacturing of construction and mining equipment. His role involves leveraging his expertise in machine analytics to improve operational efficiency and safety at worksites.

Collaborations

Baumann collaborates with talented coworkers, including Christopher M Sprock and Sanat Arun Talmaki. Their combined efforts contribute to the advancement of innovative solutions in the field of machine state analytics.

Conclusion

Ryan Baumann's contributions to machine state determination and optimization through his patents reflect his commitment to innovation in the industry. His work at Caterpillar Inc. continues to influence the way worksite operations are managed and optimized.