Siddharth Satpathy

Title: Siddharth Satpathy: Innovator in Battery System Health Prediction

Introduction

Siddharth Satpathy is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of battery technology, particularly in the area of state of health prediction modeling. His innovative approach utilizes machine learning to enhance the performance and reliability of battery systems.

Latest Patents

Siddharth holds a patent for a "Battery system state of health prediction modeling." This invention involves training a machine learning model for a target battery system. The process includes generating reference initialization data from a reference battery system that shares characteristics with the target system. Synthetic training data is created by simulating input and output parameters through a physics model. The trained machine learning model is designed to predict the state of the target battery system based on observed input parameters.

Career Highlights

Siddharth is currently employed at Element Energy, Inc., where he continues to work on innovative solutions in energy storage and battery management. His expertise in machine learning and battery systems positions him as a valuable asset in the industry.

Collaborations

Siddharth collaborates with talented professionals such as Chandan Gope and Yoosok Saw. Their combined efforts contribute to advancing technology in the energy sector.

Conclusion

Siddharth Satpathy is a notable inventor whose work in battery system health prediction is paving the way for advancements in energy storage technology. His contributions are essential for improving the efficiency and longevity of battery systems.