UVicSpace

Performance Modeling and Benchmark Analysis of an Advanced 4WD Series-Parallel PHEV Using Dynamic Programming

Show simple item record

dc.contributor.author Kaban, Stefan
dc.date.accessioned 2015-04-23T20:26:08Z
dc.date.available 2015-04-23T20:26:08Z
dc.date.copyright 2015 en_US
dc.date.issued 2015-04-23
dc.identifier.uri http://hdl.handle.net/1828/5992
dc.description.abstract Advanced hybrid vehicle architectures can exploit multiple power sources and optimal control to achieve high efficiency operation. In this work, a method for generating the best-possible energy efficiency benchmark for a hybrid architecture is introduced. The benchmark program uses Dynamic Programming to analyse a reduced-fidelity MATLAB model over standard driving cycles, and bypasses vehicle controls to identify the optimal control actions and resulting fuel consumption of the Series-Parallel Multiple-Regime retrofitted PHEV of the UVic EcoCAR2 program. The simulation results indicate an optimal fuel consumption value of 4.74L/100km, in the parallel regime, compared to the stock Malibu's 8.83L/100km. The results are found to be sensitive to the allowed level of regenerative braking, with an optimal consumption value of 6.56L/100km obtained with restricted regen power limits. The parallel regime provided more efficient operation overall, especially during more aggressive driving conditions. However, the series regime provided more desirable operation during gentle driving conditions, where opportunities for regenerative braking are limited. The generated powertrain control profiles were then used to drive a higher-fidelity Simulink model. Due to the significant difference between the model structures of the MATLAB and Simulink models, comparison of results were not conclusive. A different simulation approach is required to make this proof-of-concept more useful for controls development. This research forms the foundation for further studies. en_US
dc.language English eng
dc.language.iso en en_US
dc.rights Available to the World Wide Web en_US
dc.rights.uri http://creativecommons.org/publicdomain/zero/1.0/ *
dc.subject Modeling en_US
dc.subject Simulation en_US
dc.subject Hybrid Vehicle en_US
dc.subject Hybrid Powertrain en_US
dc.subject MATLAB en_US
dc.subject Simulink en_US
dc.subject Dynamic Programming en_US
dc.subject Optimization en_US
dc.title Performance Modeling and Benchmark Analysis of an Advanced 4WD Series-Parallel PHEV Using Dynamic Programming en_US
dc.type Thesis en_US
dc.contributor.supervisor Dong, Zuomin
dc.contributor.supervisor Crawford, Curran
dc.degree.department Department of Mechanical Engineering en_US
dc.degree.level Master of Applied Science M.A.Sc. en_US
dc.description.scholarlevel Graduate en_US
dc.description.proquestcode 0540 en_US


Files in this item

The following license files are associated with this item:

This item appears in the following Collection(s)

Show simple item record

Available to the World Wide Web Except where otherwise noted, this item's license is described as Available to the World Wide Web

Search UVicSpace


Browse

My Account

Statistics

Help