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Alagar Karthick

2 papers indexed

crossrefWorld Electric Vehicle Journal2023-09-20Cited by 47

Short-Term Forecasting of Electric Vehicle Load Using Time Series, Machine Learning, and Deep Learning Techniques

Gayathry Vishnu, Deepa Kaliyaperumal, Peeta Basa Pati, Alagar Karthick, Nagesh Subbanna, Aritra Ghosh

Electric vehicles (EVs) are inducing revolutionary developments to the transportation and power sectors. Their innumerable benefits are forcing nations to adopt this sustainable mode of transport. Governments are framing and implementing various green energy policies. Nonetheless…

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crossrefWorld Electric Vehicle Journal2021-03-05Cited by 344

State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

Venkatesan Chandran, Chandrashekhar K. Patil, Alagar Karthick, Dharmaraj Ganeshaperumal, Robbi Rahim, Aritra Ghosh

The durability and reliability of battery management systems in electric vehicles to forecast the state of charge (SoC) is a tedious task. As the process of battery degradation is usually non-linear, it is extremely cumbersome work to predict SoC estimation with substantially les…

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