Location History:
- Weirsdale, FL (US) (1993)
- Dubuque, IA (US) (2021 - 2022)
- Raymond, IA (US) (2021 - 2023)
Company Filing History:
6 out of 8,451 
Years Active: 1993-2023
Title: Innovations of Robert A. Hamilton
Introduction
Robert A. Hamilton is a notable inventor based in Dubuque, IA (US). He has made significant contributions to the field of machine operation and control, holding a total of 7 patents. His work focuses on enhancing the efficiency and effectiveness of machinery through advanced technological solutions.
Latest Patents
Hamilton's latest patents include groundbreaking innovations such as "Anticipatory modification of machine settings based on predicted operational state transition." This invention involves methods and systems for adjusting operating parameters of a machine in anticipation of a transition from a current operational state to a predicted subsequent operational state. An electronic controller receives a data stream indicative of actuator settings, sensor outputs, and/or operator control settings. It applies a pattern detection AI to determine the current operational state of the machine based on patterns detected in the data stream. The controller then utilizes a reinforcement learning AI to produce one or more target operating parameters based on a predicted subsequent operational state of the machine. These target operating parameters are applied to the machine, and at least one performance metric is monitored. The reinforcement learning AI is retrained based on the monitored performance metrics.
Another significant patent is "Controlling a machine based on detected machine work cycles." This work cycle detection and control system includes an angle detector that detects the angular position of an implement, which is operably coupled to a mobile machine, relative to the base of the mobile machine. The system also features a range detector that identifies the degree range of rotation about the base in which the angular position of the implement is located. Work cycle logic identifies a particular work cycle from a plurality of different work cycles that the mobile machine is performing, based on the degree range. An action signal generator then generates an action signal based on the identified work cycle.
Career Highlights
Robert A. Hamilton is currently employed at Deere & Company, where he continues to innovate and develop new technologies that enhance machine performance. His work has had a significant impact on the agricultural and machinery sectors, contributing to more efficient operations.
Collaborations
Hamilton has collaborated with notable coworkers such as Matthew J. Flood and Alek D. Jerauld, further enriching the innovative environment at Deere & Company.
Conclusion
Robert A. Hamilton's contributions to machine operation and control through his patents demonstrate his commitment to innovation in the field. His work not only enhances the
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