14 citations · 28 across the 8 of their papers we have counts for
11 papers
A Deep Learning Approach Towards Generating High-fidelity Diverse Synthetic Battery Datasets
Janamejaya Channegowda, Vageesh Maiya, Chaitanya Lingaraj
Recent surge in the number of Electric Vehicles have created a need to develop inexpensive energy-dense Battery Storage Systems. Many countries across the planet have put in place…
GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation
Edward Elson Kosasih, Rucha Bhalchandra Joshi, Janamejaya Channegowda
Lithium-ion batteries are powering the ongoing transportation electrification revolution. Lithium-ion batteries possess higher energy density and favourable electrochemical propert…
An Accurate Smartphone Battery Parameter Calibration Using Unscented Kalman Filter
Chalukya Bhat, Aniruddh Herle, Janamejaya Channegowda +1
Internet of Things (IoT) applications have opened up numerous possibilities to improve our lives. Most of the remote devices, part of the IoT network, such as smartphones, data log…
Overcoming limited battery data challenges: A coupled neural network approach
Aniruddh Herle, Janamejaya Channegowda, Dinakar Prabhu
The Electric Vehicle (EV) Industry has seen extraordinary growth in the last few years. This is primarily due to an ever increasing awareness of the detrimental environmental effec…
Single Stage PFC Flyback AC-DC Converter Design
Kali Naraharisetti, Janamejaya Channegowda
This paper discusses a 100 W single stage Power Factor Correction (PFC) flyback converter operating in boundary mode constant ON time methodology using a synchronous MOS-FET rectif…
Analysis of NARXNN for State of Charge Estimation for Li-ion Batteries on various Drive Cycles
Aniruddh Herle, Janamejaya Channegowda, Kali Naraharisetti
Electric Vehicles (EVs) are rapidly increasing in popularity as they are environment friendly. Lithium Ion batteries are at the heart of EV technology and contribute to most of the…