Paul A DuBose

Title: Paul A DuBose: Innovator in Control Systems

Introduction

Paul A DuBose is a notable inventor based in Chapel Hill, NC (US). He has made significant contributions to the field of control systems, particularly through his innovative use of neural networks. With a total of 2 patents, DuBose has demonstrated his expertise and commitment to advancing technology.

Latest Patents

One of his latest patents is titled "Control system using an adaptive neural network for target and path." This control system comprises four major components: a target optimizer, a path optimizer, a neural network adaptation controller, and a neural network. The target optimizer is designed to optimize controlled variables to achieve the most economically desirable outputs while adhering to operating constraints. Various manipulated variable and disturbance values are utilized for modeling purposes. The neural network processes multiple settings for each manipulated and disturbance variable. The optimization process is iterative, adjusting manipulated variable values until an optimal solution is reached. The resulting values are then provided to the path optimizer, which adjusts the manipulated variables to achieve the target output. This process continues until an optimal path is established, at which point the manipulated variable values are applied to the actual process. Periodically, all disturbance, manipulated, and controlled variables are sampled to identify areas where the neural network training may be lacking or where high dynamic conditions are present. These values are incorporated into the training set for the neural network.

Career Highlights

Throughout his career, Paul A DuBose has worked with prominent companies such as Texaco Inc. and Neuralware, Inc. His experience in these organizations has contributed to his development as an inventor and innovator in control systems.

Collaborations

DuBose has collaborated with notable individuals in his field, including Naveen V Bhat and William B Braden. These partnerships have likely enriched his work and expanded his contributions to technology.

Conclusion

Paul A DuBose is a distinguished inventor whose work in control systems and neural networks has made a significant impact. His innovative patents and collaborations reflect his dedication to advancing technology in meaningful ways.