Analyzing electric vehicle battery health performance using supervised machine learning

K Das, R Kumar, A Krishna - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
Lithium-ion batteries having high energy and power densities, fast depleting cost, and
multifaceted technological improvement lead to the first choice for electric transportation …

Electric vehicle battery capacity degradation and health estimation using machine-learning techniques: A review

K Das, R Kumar - Clean Energy, 2023 - academic.oup.com
Lithium-ion batteries have an essential characteristic in consumer electronics applications
and electric mobility. However, predicting their lifetime performance is a difficult task due to …

Solar tree-based water pumping for assured irrigation in sustainable Indian agriculture environment

R Kumar, A Kumar, MK Gupta, J Yadav… - Sustainable Production …, 2022 - Elsevier
Solar power irrigation systems have been widely employed in many countries to enhance
access to electricity for irrigation, and numerous design tools have been developed for better …

Investigation on parallel hybrid electric bicycle along with issuer management system for mountainous region

R Kumar, RK Pachauri, P Badoni, D Bharadwaj… - Journal of Cleaner …, 2022 - Elsevier
The performance of electric bicycles for the mountainous region depends on a simulation
model and experimental study covers dynamic characteristics, power requirement to propel …

Lithium battery prognostics and health management for electric vehicle application–A perspective review

R Kumar, K Das - Sustainable Energy Technologies and Assessments, 2024 - Elsevier
Lithium-ion batteries exhibit a dynamic electrochemical system that experiences challenges
such as aging and degradation over time. The challenges vary under operational and …

Renewable energy adoption: Design, development, and assessment of solar tree for the mountainous region

R Kumar, K Bansal, A Kumar, J Yadav… - … Journal of Energy …, 2022 - Wiley Online Library
The primary objective for promoting clean energy in India is sustainable development,
improving energy poverty, energy security, access to energy, and mitigate climate change …

Assessment of electric two-wheeler ecosystem using novel pareto optimality and TOPSIS methods for an ideal design solution

K Das, R Kumar - World Electric Vehicle Journal, 2023 - mdpi.com
The demand for electric two-wheelers as an efficient and environmentally friendly means of
transportation has increased due to the rapid expansion in urbanization and growing …

Experimental evaluation of performance and emission of diesel engine fueled with nano-material titanium dioxide (TiO2) nanoparticles supplemented diesel-biodiesel …

SK Kurre, J Yadav, MK Khan, P Yadav… - Materials Today …, 2023 - Elsevier
The influence of metal-based nanomaterial Titanium Dioxide (TiO 2) nanoparticles and
ethanol (C 2 H 5 OH) on engine performance and emission were studied. Various fuel blend …

Comparative analysis of data-driven electric vehicle battery health models across different operating conditions

R Kumar, K Das, A Krishna - Energy, 2024 - Elsevier
The work covers the development of a data-driven algorithm and computes the performance
of learning models for lithium-ion battery state of health (SOH) estimation. A wide range of …

Experimental study of friction and wear characteristics of bio-based lubricant on pin-on-disk tribometer

SK Kurre, J Yadav, A Mudgal, N Malhotra… - Materials Today …, 2023 - Elsevier
The experiment was performed on the pin-on-disk tribometer. The castor oil is blended with
engine oil (20 W40) with volume/volume. Blended lubricant 1 contains 10% castor oil and …