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Optimal Operation of a Plug-In Hybrid Vehicle
- Source :
- IEEE Transactions on Vehicular Technology. 67:10366-10377
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2018.
-
Abstract
- We present a convex optimization control method that has been shown in simulations to increase the fuel efficiency of a plug-in hybrid electric vehicle by over 10%. Using information on energy demand and energy use profiles, the problem is defined to preferentially use battery resources sourced from the grid over petroleum resources. We pose the general nonlinear optimal resource management problem over a predetermined route as a convex optimization problem using a reduced model of the vehicle. This problem is computationally efficient enough to be optimized “on the fly” on the on-board vehicle computer and is thus able to adapt to changing vehicle conditions in real time. Using this reduced model to generate control inputs for the detailed vehicle simulator autonomie, we record efficiency gains of over 10% as compared to the industry standard charge depleting charge sustaining controller over synthetic mixed urban-suburban routes.
- Subjects :
- business.product_category
Computer Networks and Communications
Computer science
020209 energy
Aerospace Engineering
020302 automobile design & engineering
02 engineering and technology
Grid
Automotive engineering
Nonlinear system
chemistry.chemical_compound
0203 mechanical engineering
chemistry
Control theory
Automotive Engineering
Electric vehicle
Convex optimization
0202 electrical engineering, electronic engineering, information engineering
Fuel efficiency
Petroleum
Resource management
Electrical and Electronic Engineering
Convex function
Hybrid vehicle
business
Subjects
Details
- ISSN :
- 19399359 and 00189545
- Volume :
- 67
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Vehicular Technology
- Accession number :
- edsair.doi...........36c5bd1d51ce79e9057eedd45706be41
- Full Text :
- https://doi.org/10.1109/tvt.2018.2866801