Company Filing History:
Years Active: 2019-2021
Title: Aditya Sundararajan: Pioneering Innovations in Renewable Energy and Battery Technologies
Introduction
Aditya Sundararajan is an accomplished inventor based in Miami, Florida, with a notable portfolio comprising four patents. His work primarily focuses on innovative solutions in the fields of renewable energy generation forecasting and battery state of charge forecasting. Sundararajan's contributions are pivotal in enhancing the efficiency and reliability of energy systems.
Latest Patents
Sundararajan's latest patents showcase the advanced methodologies he has developed:
1. **System for Forecasting Renewable Energy Generation** - This patent presents systems and methods for the comprehensive forecasting of renewable energy generation by utilizing a holistic approach that incorporates weather data and system analysis. It considers various derate factors of energy sources, regional weather variability, and site-specific conditions, including a cross-view of the sky through ground-based and geo-stationary satellite imaging. The system is designed for both short-term and long-term forecasting capabilities.
2. **Systems and Methods for Forecasting Battery State of Charge** - In this patent, Sundararajan introduces a multi-step forecasting process for determining the State of Charge (SOC) of lithium-ion batteries. This innovative approach integrates experimentally obtained decreasing C-Rate datasets with machine learning techniques. His method may combine univariate techniques with advanced models, including Auto Regressive Integrated Moving Average (ARIMA) and Holt Winters Exponential Smoothing (HWES), along with algorithms like Multilayer Perceptron (MLP) and Nonlinear Autoregressive Neural Network with External Input (NARX-net).
Career Highlights
Throughout his career, Sundararajan has made significant strides in research and innovation. His expertise in renewable energy systems has positioned him as a thought leader within the industry. As an inventor at Florida International University, he has contributed to both academic advancements and practical applications that address contemporary energy challenges.
Collaborations
Sundararajan collaborates with esteemed colleagues such as Arif I Sarwat and Temitayo O Olowu. Together, they enhance research initiatives and develop cutting-edge technologies that play a crucial role in the energy sector.
Conclusion
Aditya Sundararajan's innovative spirit and dedication to improving renewable energy technologies and battery forecasting solutions underline his importance as a leading inventor. His pioneering patents not only contribute to scientific knowledge but also enable more efficient and sustainable energy systems for the future.