Troy W Mahr

Title: Innovations by Troy W Mahr

Introduction

Troy W Mahr is a notable inventor based in Pleasant Prairie, WI (US). He has made significant contributions to the field of industrial automation, holding a total of 17 patents. His work primarily 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 component that displays a programming environment for editing control logic, allowing access to operational data through a data pipeline. A machine learning-based data science engine processes this operational data to generate relevant insights for control logic components.

Career Highlights

Troy W Mahr 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

Some of his notable coworkers include Jordan C Reynolds and John J Hagerbaumer, who contribute to the collaborative efforts at Rockwell Automation Technologies Incorporated.

Conclusion

Troy W Mahr's contributions to industrial automation through his innovative patents demonstrate his commitment to enhancing technology in this field. His work continues to influence the integration of machine learning in industrial processes, paving the way for future advancements.