This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Sb Technology, Inc.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Brenda Miao - Innovator in Battery Defect Identification
Introduction
Brenda Miao is a prominent inventor based in San Francisco, CA. She has made significant contributions to the field of battery technology, particularly in the area of defect identification. Her innovative work has the potential to enhance the reliability and safety of battery systems.
Latest Patents
Brenda holds a patent for "Diagnostic systems and methods for battery defect identification." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for identifying defects in battery cells. One of the key methods involves receiving battery test data, which includes various properties of a battery cell during its testing cycle. The testing process applies one or more pulses to the battery cell, and the resulting data is input into a machine learning model. This model predicts whether the battery cell may experience catastrophic fade, having been trained on data from cells that have previously failed. The model generates a prediction result, which informs subsequent actions regarding the battery cell.
Career Highlights
Brenda Miao has established herself as a leading figure in her field through her innovative patent and her work at Sb Technology, Inc. Her expertise in machine learning applications for battery technology sets her apart as a forward-thinking inventor.
Collaborations
Brenda collaborates with talented individuals such as Ang Xiao and Shivang Agarwal, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Brenda Miao's contributions to battery defect identification exemplify the intersection of technology and innovation. Her work not only advances the field but also enhances the safety and efficiency of battery systems.