Deceleration Planning Algorithm Based on Classified Multi-Layer Perceptron Models for Smart Regenerative Braking of EV in Diverse Deceleration Conditions

Deceleration Planning Algorithm Based on Classified Multi-Layer Perceptron Models for Smart Regenerative Braking of EV in Diverse Deceleration Conditions

The smart regenerative braking system (SRS) is an autonomous version of one-pedal driving in electric vehicles. To implement SRS, a deceleration planning algorithm is necessary to generate the deceleration used in automatic regenerative control. To reduce the discomfort from the automatic regenerati...

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Bibliographic Details
Main Authors: Gyubin Sim, Kyunghan Min, Seongju Ahn, Myoungho Sunwoo, Kichun Jo
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Sensors
Subjects:
deceleration planning
multi-layer perceptron
smart regenerative braking
driving behavior
electric vehicles
Online Access:https://www.mdpi.com/1424-8220/19/18/4020

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