Jared Evans

Title: Innovations in Battery Charging by Inventor Jared Evans

Introduction

Jared Evans is an innovative inventor based in Sunnyvale, CA. He has made significant contributions to the field of battery technology, particularly in optimizing battery charging processes. His work focuses on utilizing reinforcement learning to enhance the efficiency and effectiveness of battery charging systems.

Latest Patents

Jared Evans holds a patent for "Reinforcement learning for continued learning of optimal battery charging." This patent discloses methods and systems for optimizing battery charging by using battery state sensors to determine the anode overpotential of a battery multiple times during various charge cycles. In the first phase, a reinforcement learning model, such as an actor-critic model, is trained with rewards given throughout each charge cycle to optimize training. The model can determine state-of-health characteristics of the battery over the charge cycles, and in the second phase, it is augmented accordingly. During this augmentation, the model is trained with rewards given on a charge cycle-by-cycle basis, allowing for real-time optimization of charging commands based on the augmented model.

Career Highlights

Jared Evans is currently employed at Robert Bosch GmbH, where he continues to develop innovative solutions in battery technology. His work has garnered attention for its potential to improve battery longevity and performance, making significant strides in the field.

Collaborations

Jared collaborates with talented professionals such as Reinhardt Klein and Nikhil Ravi, who contribute to the advancement of battery technology alongside him.

Conclusion

Jared Evans is a notable inventor whose work in reinforcement learning for battery charging optimization showcases his commitment to innovation in energy technology. His contributions are paving the way for more efficient battery systems in the future.