Company Filing History:
Years Active: 2025
Title: Christoph Kroener: Innovator in Battery Charging Optimization
Introduction
Christoph Kroener is a notable inventor based in Freiberg am Neckar, Germany. He has made significant contributions to the field of battery technology, particularly in optimizing battery charging processes. His innovative approach utilizes reinforcement learning to enhance the efficiency and effectiveness of battery charging systems.
Latest Patents
Kroener holds a patent titled "Reinforcement learning for continued learning of optimal battery charging." This patent discloses methods and systems for optimizing battery charging by employing battery state sensors to determine the anode overpotential of a battery during multiple 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 assess the state-of-health characteristics of the battery over these cycles. In the second phase, the model is further augmented, receiving rewards based on the optimization results after each charge cycle. Commands are then issued to charge an on-field battery based on this enhanced model, allowing for continuous improvement in battery management.
Career Highlights
Christoph Kroener is currently employed at Robert Bosch GmbH, a leading global supplier of technology and services. His work at Bosch focuses on advancing battery technologies and optimizing energy management systems. His innovative contributions have positioned him as a key player in the field of battery optimization.
Collaborations
Kroener collaborates with talented professionals in his field, including Reinhardt Klein and Nikhil Ravi. These collaborations enhance the development and implementation of cutting-edge technologies in battery management.
Conclusion
Christoph Kroener's work in battery charging optimization through reinforcement learning represents a significant advancement in energy technology. His innovative patent and contributions at Robert Bosch GmbH highlight his role as a leading inventor in this critical area.