16 citations · 44 across the 10 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…
Generalized Circuit Averaging Technique for Two Switch DC-DC Converters
Sumukh Surya, Janamejaya Channegowda, Kali Naraharisetti
Cuk and SEPIC are some of the important DC-DC converters used for charging batteries. In this paper, a generalized circuit averaging technique is employed for Cuk and SEPIC convert…
Thermal Analysis of PEM Fuel Cell and Lithium Ion Battery Pack in Confined Space
Ashita Victor, Abhay Shankar Jha, Janamejaya Channegowda +2
Hybrid energy storage systems (HESS) have carved a niche in the industry. HESS improve the system efficiency, reduce the overall cost and increase the lifespan of the system. The p…
Carrier-Based Modulation Schemes Based on Symmetric Switching Patterns for Three-Phase Three-Switch Rectifier
Janamejaya Channegowda, Najath Abdul Azeez, Sheldon S. Williamson
Electric Vehicle (EV) chargers are the need of the hour as EVs have invaded the commercial automobile market. The Three-Phase Three-Switch (TPTS) converter has features which make…
A Temporal Convolution Network Approach to State-of-Charge Estimation in Li-ion Batteries
Aniruddh Herle, Janamejaya Channegowda, Dinakar Prabhu
Electric Vehicle (EV) fleets have dramatically expanded over the past several years. There has been significant increase in interest to electrify all modes of transportation. EVs a…
Quasar Detection using Linear Support Vector Machine with Learning From Mistakes Methodology
Aniruddh Herle, Janamejaya Channegowda, Dinakar Prabhu
The field of Astronomy requires the collection and assimilation of vast volumes of data. The data handling and processing problem has become severe as the sheer volume of data prod…