Control Oriented Prediction of Driver Brake Intention and Intensity Using a Composite Machine Learning Approach

Control Oriented Prediction of Driver Brake Intention and Intensity Using a Composite Machine Learning Approach

Driver perception, decision, and control behaviors are easily affected by traffic conditions and driving style, showing the tendency of randomness and personalization. Brake intention and intensity are integrated and control-oriented parameters that are crucial to the development of an intelligent b...

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Bibliographic Details
Main Authors: Jianhao Zhou, Jing Sun, Longqiang He, Yi Ding, Hanzhang Cao, Wanzhong Zhao
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Energies
Subjects:
Brake intention
brake intensity
machine learning
electric vehicle
regenerative brake
Online Access:https://www.mdpi.com/1996-1073/12/13/2483

Internet

https://www.mdpi.com/1996-1073/12/13/2483

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