Research on Optimized Torque-Distribution Control Method for FrontRear Axle Electric Wheel Loader
Joint Authors
Wang, Jixin
Yang, Zhiyu
Gao, Guangzong
Shi, Xiangyun
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-09-10
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Optimized torque-distribution control method (OTCM) is a critical technology for front/rear axle electric wheel loader (FREWL) to improve the operation performance and energy efficiency.
In the paper, a longitudinal dynamics model of FREWL is created.
Based on the model, the objective functions are that the weighted sum of variance and mean of tire workload is minimal and the total motor efficiency is maximal.
Four nonlinear constraint optimization algorithms, quasi-newton Lagrangian multiplier method, sequential quadratic programming, adaptive genetic algorithms, and particle swarm optimization with random weighting and natural selection, which have fast convergent rate and quick calculating speed, are used as solving solutions for objective function.
The simulation results show that compared to no-control FREWL, controlled FREWL utilizes the adhesion ability better and slips less.
It is obvious that controlled FREWL gains better operation performance and higher energy efficiency.
The energy efficiency of FREWL in equipment transferring condition is increased by 13–29%.
In addition, this paper discussed the applicability of OTCM and analyzed the reason for different simulation results of four algorithms.
American Psychological Association (APA)
Yang, Zhiyu& Wang, Jixin& Gao, Guangzong& Shi, Xiangyun. 2017. Research on Optimized Torque-Distribution Control Method for FrontRear Axle Electric Wheel Loader. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1191662
Modern Language Association (MLA)
Yang, Zhiyu…[et al.]. Research on Optimized Torque-Distribution Control Method for FrontRear Axle Electric Wheel Loader. Mathematical Problems in Engineering No. 2017 (2017), pp.1-12.
https://search.emarefa.net/detail/BIM-1191662
American Medical Association (AMA)
Yang, Zhiyu& Wang, Jixin& Gao, Guangzong& Shi, Xiangyun. Research on Optimized Torque-Distribution Control Method for FrontRear Axle Electric Wheel Loader. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1191662
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1191662