Soft Sensors for State of Charge, State of Energy, and Power Loss in Formula Student Electric Vehicle

Soft Sensors for State of Charge, State of Energy, and Power Loss in Formula Student Electric Vehicle

The proliferation of electric vehicle (EV) technology is an important step towards a more sustainable future. In the current work, two-layer feed-forward artificial neural-network-based machine learning is applied to design soft sensors to estimate the state of charge (SOC), state of energy (SOE), a...

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Bibliographic Details
Main Authors: Kanishkavikram Purohit, Shivangi Srivastava, Varun Nookala, Vivek Joshi, Pritesh Shah, Ravi Sekhar, Satyam Panchal, Michael Fowler, Roydon Fraser, Manh-Kien Tran, Chris Shum
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied System Innovation
Subjects:
soft sensor
state of charge
state of energy
power loss
neural networks
formula student electric vehicle
Online Access:https://www.mdpi.com/2571-5577/4/4/78

Internet

https://www.mdpi.com/2571-5577/4/4/78

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