no code implementations • 28 Mar 2024 • Gaurav Shinde, Rohan Mohapatra, Pooja Krishan, Harish Garg, Srikanth Prabhu, Sanchari Das, Mohammad Masum, Saptarshi Sengupta
Lithium-ion batteries (Li-ion) have revolutionized energy storage technology, becoming integral to our daily lives by powering a diverse range of devices and applications.
no code implementations • 28 Sep 2023 • Gaurav Shinde, Rohan Mohapatra, Pooja Krishan, Saptarshi Sengupta
The usage of Lithium-ion (Li-ion) batteries has gained widespread popularity across various industries, from powering portable electronic devices to propelling electric vehicles and supporting energy storage systems.
no code implementations • 6 Sep 2023 • Rohan Mohapatra, Saptarshi Sengupta
To overcome these challenges, in this work we propose a novel transformer architecture - a Temporal-fusion Bi-encoder Self-attention Transformer (TFBEST) for predicting failures in hard-drives.
no code implementations • 15 Mar 2023 • Rohan Mohapatra, Austin Coursey, Saptarshi Sengupta
Past work suggests using LSTMs as an excellent approach to predicting remaining useful life.
2 code implementations • 19 May 2020 • Rohan Mohapatra, Snehanshu Saha, Carlos A. Coello Coello, Anwesh Bhattacharya, Soma S. Dhavala, Sriparna Saha
This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even better performance than the Adam optimizer adopted in neural networks.