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On-off scheduling schemes for power-constrained electric vehicle charging
- Source :
- Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- In this paper, we study the problem of establishing a dynamic charging schedule of electric vehicles (EVs) at a charging station, assuming that limited power implies that only a limited number of EVs can charge simultaneously. The only control we assume to be available to the charging station is the ability to (at any given time) turn on or off the power supply to any EV, with this tool we want to develop a charging schedule that will satisfy the energy demands of the EVs in their intended deadlines. We propose two distinct approaches to this problem: a discretized time version, based on a greedy-like algorithm, and a continuous time version, based on linear programming. We compare these two approaches and numerically study the improvement they yield in the efficiency of the charging procedure, when applied to simulated data based on real parking data. Finally, we illustrate the flexibility of the models by sketching several possible extensions.
- Subjects :
- Mathematical optimization
business.product_category
Linear programming
Discretization
Computer science
020209 energy
02 engineering and technology
Management Science and Operations Research
021001 nanoscience & nanotechnology
7. Clean energy
Dynamic charging
Theoretical Computer Science
Management Information Systems
Scheduling (computing)
Charging station
Computational Theory and Mathematics
Simulated data
Electric vehicle
0202 electrical engineering, electronic engineering, information engineering
0210 nano-technology
business
Subjects
Details
- ISSN :
- 16142411 and 16194500
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- 4OR
- Accession number :
- edsair.doi.dedup.....029c691d3415f5331673f2f9f7f40e3b