Justin T Roth

Title: Justin T Roth: Innovator in Predictive Machine Control

Introduction

Justin T Roth is a notable inventor based in Cedar Falls, IA (US). He has made significant contributions to the field of machine control technology, holding a total of 3 patents. His work focuses on enhancing the efficiency and effectiveness of machines through predictive modeling.

Latest Patents

Roth's latest patents include innovative systems for predictive machine control. One of his patents describes a policy map that includes prescribed machine setting values for controlling a machine to perform operations at various locations in the field. This system utilizes sensor signals to indicate future conditions that the machine will encounter as it moves through the site. A predictive model is employed to provide an expected machine response based on future conditions and prescribed machine settings. Adjusted machine setting values are generated based on this expected response, leading to the creation of control signals that manage a set of controllable subsystems.

Another patent by Roth also focuses on predictive machine control. It outlines a policy map that includes a first set of machine setting values for controlling a machine at different locations. An adjustment component receives sensor signals indicating future conditions, while a cost determination component assesses whether adjustments to the settings are necessary. A predictive vehicle model is then used to provide an expected vehicle response based on the adjusted settings. Control signals are generated from the policy map, expected vehicle response, and future condition sensor signals to manage controllable subsystems effectively.

Career Highlights

Justin T Roth is currently employed at Deere & Company, where he applies his expertise in machine control technology. His innovative work has contributed to advancements in agricultural machinery and automation.

Collaborations

Roth collaborates with talented individuals such as Andy Blaine Appleton and Rui Zhang, enhancing the innovative capabilities of his projects.

Conclusion

Justin T Roth is a prominent inventor whose work in predictive machine control is shaping the future of agricultural technology. His contributions are paving the way for more efficient and responsive machinery in various fields.