Multi-model fusion methods with strong generalization capability for online SOH estimation of lithium-ion batteries
Journal of Energy Storage—peer-reviewed, Scopus/SCI
Established 199716+ Faculty Members
Mechanical & Automobile Engineering
Innovating Thermal Systems, Smart Manufacturing, Automotive Dynamics & Sustainable Engineering
11 years
Teaching Experience
13 years
Total Experience
Ph.D.
Highest Qualification
8+
Published Works
About & Biography
Dr. Ankit Sonthalia is currently working as an Assistant Professor in the Department of Automobile Engineering, SRM Institute of Science and Technology. He has published more than 40 papers in international journals. He is reviewer of international journals. He is a member of Society of Automobile Engineer. His research interests include waste to energy, thermal management, emission control and hydrogen. He has edited a book for Elsevier titled ‘Thermal Management Systems for eMobility and Other Applications’
Education & Qualifications
Doctorate2020
Ph.D.
Mechanical Engineering
Delhi Technological University
Masters2014
M.Tech
Automobile Engineering
VIT Vellore
Bachelors2010
B.Tech
Mechanical Engineering
VIT Vellore
Research Specialization & Focus Areas
- Machine Learning
- Deep Learning
- Hydrogen
- Alternate Fuel
- Lithium-ion battery
Scholarly Publications
8 publications(featured)
2026
Predictive analytics for hydrogen–honge oil dual fuel engine using machine learning
International Journal of Hydrogen Energy—peer-reviewed, Scopus/SCI
2025
Early Prediction of the Remaining Useful Life of Lithium-Ion Cells Using Ensemble and Non-Ensemble Algorithms
Energy Storage—peer-reviewed, Scopus/SCI
A deep learning multi-feature based fusion model for predicting the state of health of lithium-ion batteries
Energy—peer-reviewed, Scopus/SCI
Evaluating the Effectiveness of Boosting and Bagging Ensemble Techniques in Forecasting Lithium-Ion Battery Useful Life
Energy Storage—peer-reviewed, Scopus/SCI
2024
Experimental investigation of ammonia gas as hydrogen carrier in prunus amygdalus dulcis oil fueled compression ignition engine
Fuel—peer-reviewed, Scopus/SCI