A Predictive Distribution Model for Cooperative Braking System of an Electric Vehicle
Joint Authors
Xiao, Xuelian
He, Hongwen
Guo, Hongqiang
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-02-09
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
A predictive distribution model for a series cooperative braking system of an electric vehicle is proposed, which can solve the real-time problem of the optimum braking force distribution.
To get the predictive distribution model, firstly three disciplines of the maximum regenerative energy recovery capability, the maximum generating efficiency and the optimum braking stability are considered, then an off-line process optimization stream is designed, particularly the optimal Latin hypercube design (Opt LHD) method and radial basis function neural network (RBFNN) are utilized.
In order to decouple the variables between different disciplines, a concurrent subspace design (CSD) algorithm is suggested.
The established predictive distribution model is verified in a dynamic simulation.
The off-line optimization results show that the proposed process optimization stream can improve the regenerative energy recovery efficiency, and optimize the braking stability simultaneously.
Further simulation tests demonstrate that the predictive distribution model can achieve high prediction accuracy and is very beneficial for the cooperative braking system.
American Psychological Association (APA)
Guo, Hongqiang& He, Hongwen& Xiao, Xuelian. 2014. A Predictive Distribution Model for Cooperative Braking System of an Electric Vehicle. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-501407
Modern Language Association (MLA)
Guo, Hongqiang…[et al.]. A Predictive Distribution Model for Cooperative Braking System of an Electric Vehicle. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-501407
American Medical Association (AMA)
Guo, Hongqiang& He, Hongwen& Xiao, Xuelian. A Predictive Distribution Model for Cooperative Braking System of an Electric Vehicle. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-501407
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-501407