Dynamic Programming-Based Energy Management System for Range-Extended Electric Bus
Joint Authors
Wu, Xiaogang
Chen, Jingfu
Hu, Chen
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-02-23
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
The heavy computational burden associated with the application of the traditional DP strategy to the energy management of range-extended electric buses poses a serious problem.
On the basis of one Chinese typical urban bus driving cycle, an optimal control strategy is designed according to the SOC consumption trend, which is optimized by the DP algorithm.
The dissipative energy and the energy-traction efficiency are our evaluation indices.
The energy efficiencies of the powertrain system and components are analyzed by the energy flow diagram method.
The results show that when the range-extended electric bus runs 35 Chinese typical urban bus driving cycles, the energy consumption and the energy efficiency of the powertrain system, which are optimized by the traditional DP strategy, can reach 2844.28 MJ and 31.29%, respectively.
Compared with the traditional bus, the energy consumption can be reduced by 31.08%.
The energy consumption and the energy efficiency of the powertrain system, which are based on one driving cycle optimal strategy, can reach 2857.69 MJ and 31.14%, respectively.
The energy consumption is 0.47% higher than that with the traditional DP strategy, but the computation time is reduced by 96.85%.
American Psychological Association (APA)
Wu, Xiaogang& Chen, Jingfu& Hu, Chen. 2015. Dynamic Programming-Based Energy Management System for Range-Extended Electric Bus. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074314
Modern Language Association (MLA)
Wu, Xiaogang…[et al.]. Dynamic Programming-Based Energy Management System for Range-Extended Electric Bus. Mathematical Problems in Engineering No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1074314
American Medical Association (AMA)
Wu, Xiaogang& Chen, Jingfu& Hu, Chen. Dynamic Programming-Based Energy Management System for Range-Extended Electric Bus. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074314
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074314