John J Hagerbaumer

Title: Innovations of John J Hagerbaumer

Introduction

John J Hagerbaumer is a notable inventor based in Mequon, WI (US). He has made significant contributions to the field of industrial automation, holding a total of 17 patents. His work focuses on integrating machine learning with control programs to enhance industrial processes.

Latest Patents

One of his latest patents is titled "Feature extraction integration with control programs." This technology relates to industrial automation environments and includes systems and methods for training a machine learning model for implementation in such environments. The application processes a data set that comprises a control program configured for a Programmable Logic Controller (PLC). It calculates derivative values based on the data set and identifies types for individual feature vectors, ranking and weighting them accordingly. The generated feature vectors are then supplied to the machine learning model for training.

Another significant patent is "Data assessment and selection for industrial automation environments." This invention aims to improve industrial automation programming and data science capabilities through machine learning. It includes systems and methods for implementing machine learning engines within industrial programming environments to enhance performance and productivity. The system features a user interface that allows for editing control logic while accessing operational data through a data pipeline. A machine learning-based data science engine processes this operational data to generate relevant insights for the control logic.

Career Highlights

John J Hagerbaumer is currently employed at Rockwell Automation Technologies Incorporated, where he continues to innovate in the field of industrial automation. His work has been instrumental in advancing the integration of machine learning technologies in industrial settings.

Collaborations

He collaborates with talented coworkers such as Jordan C Reynolds and Troy W Mahr, contributing to a dynamic team focused on pushing the boundaries of technology in industrial automation.

Conclusion

John J Hagerbaumer's contributions to industrial automation through his innovative patents and collaborative efforts highlight his significant role in advancing technology in this field. His work continues to influence the integration of machine learning in industrial processes, paving the way for future innovations.