LAPSE:2019.0330
Published Article
LAPSE:2019.0330
Forecasting the State of Health of Electric Vehicle Batteries to Evaluate the Viability of Car Sharing Practices
February 27, 2019
Car-sharing practices are introducing electric vehicles (EVs) into their fleet. However, the literature suggests that at this point shared EV systems are failing to reach satisfactory commercial viability. A potential reason for this is the effect of higher vehicle usage, which is characteristic of car sharing, and the implications on the battery’s state of health (SoH). In this paper, we forecast the SoH of two identical EVs being used in different car-sharing practices. For this purpose, we use real life transaction data from charging stations and different EV sensors. The results indicate that insight into users’ driving and charging behavior can provide a valuable point of reference for car-sharing system designers. In particular, the forecasting results show that the moment when an EV battery reaches its theoretical end of life can differ in as much as a quarter of the time when vehicles are shared under different conditions.
Keywords
battery degradation, battery state of health (SoH), car sharing, collaborative economy, driving and charging behavior, electric vehicle (EV), sustainable mobility
Suggested Citation
Semanjski I, Gautama S. Forecasting the State of Health of Electric Vehicle Batteries to Evaluate the Viability of Car Sharing Practices. (2019). LAPSE:2019.0330
Author Affiliations
Semanjski I: Department of Telecommunications and Information Processing, Ghent University, St-Pietersnieuwstraat 41, B-9000 Gent, Belgium [ORCID]
Gautama S: Department of Telecommunications and Information Processing, Ghent University, St-Pietersnieuwstraat 41, B-9000 Gent, Belgium [ORCID]
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Journal Name
Energies
Volume
9
Issue
12
Article Number
E1025
Year
2016
Publication Date
2016-12-03
Published Version
ISSN
1996-1073
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Original Submission
Other Meta
PII: en9121025, Publication Type: Journal Article
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LAPSE:2019.0330
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doi:10.3390/en9121025
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Feb 27, 2019
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CC BY 4.0
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[v1] (Original Submission)
Feb 27, 2019
 
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Feb 27, 2019
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Original Submitter
Calvin Tsay
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