Keita Yamaguchi

Title: Keita Yamaguchi: Innovator in Tool Condition Monitoring Systems

Introduction

Keita Yamaguchi is a notable inventor based in Aichi, Japan. He has made significant contributions to the field of tool condition monitoring systems. His innovative approach combines technology and data analysis to enhance the operational efficiency of machinery.

Latest Patents

Yamaguchi holds a patent for a "Tool condition monitoring system." This invention encompasses systems, methods, and computer program products designed to monitor the health condition of a tool. The process involves collecting operational data from a machine while it operates under predetermined conditions with the tool in at least two known health states. Features are extracted from this operational data, leading to the creation of a training dataset. An analytic model is then trained using this dataset, allowing it to determine the health condition of the tool based on features extracted from operational data received from field machines.

Career Highlights

Throughout his career, Yamaguchi has worked with esteemed organizations such as the University of Cincinnati and Mazak Corporation. His experience in these institutions has allowed him to refine his skills and contribute to advancements in technology.

Collaborations

Yamaguchi has collaborated with professionals like Moslem Azamfar and Vibhor Pandhare, enhancing his work through shared expertise and innovative ideas.

Conclusion

Keita Yamaguchi's contributions to tool condition monitoring systems exemplify the intersection of technology and innovation. His work continues to influence the efficiency of machinery in various industries.