Richard Dean Braatz

Title: Innovations by Richard Dean Braatz

Introduction

Richard Dean Braatz is an accomplished inventor based in Arlington, MA (US). He holds a total of four patents, showcasing his expertise in battery technology and predictive modeling. His work focuses on enhancing the performance and longevity of batteries through innovative methods.

Latest Patents

One of his latest patents is titled "Systems and methods for predicting battery life using data from a diagnostic cycle." This invention aims to improve the estimation of battery life by measuring electrochemical data during a diagnostic cycle. The method involves determining features associated with battery degradation and predicting the end-of-life (EOL) of the battery cell using a machine learning model.

Another significant patent is "Systems and methods for predicting the cycle life of cycling protocols." This invention enhances battery cycling by utilizing data and a hierarchical Bayesian model (HBM) to predict the cycle life of various cycling protocols. The method classifies the cycle life of a battery and quantifies variability induced by the protocol, ultimately predicting an adjusted cycle life for optimal battery operation.

Career Highlights

Richard has worked with prestigious institutions such as the Massachusetts Institute of Technology and Stanford University. His contributions to battery technology have been recognized in various academic and industrial settings.

Collaborations

Throughout his career, Richard has collaborated with notable individuals, including William C. Chueh and Stephen Joel Harris. These partnerships have furthered advancements in battery research and development.

Conclusion

Richard Dean Braatz is a prominent figure in the field of battery technology, with multiple patents that reflect his innovative approach to improving battery life and performance. His work continues to influence the industry and contribute to advancements in energy storage solutions.