LAPSE:2023.16881
Published Article

LAPSE:2023.16881
Interior Heating and Its Influence on Electric Bus Consumption
March 3, 2023
Abstract
This paper focuses on the statistical evaluation of various operating characteristics of electric buses. The data obtained for statistical evaluation come from practice. In this paper, we focus on electricity consumption—an important aspect of electric bus operation. The ambient temperature significantly affects electricity consumption. In this paper, we use applied mathematics—correlation analysis, we accurately identify the effect of temperature on the consumption of the electric bus. Our next goal was to define the relationship between the loss of energy from the battery and driving power. We used regression analysis to describe this relation. Our article also includes an example of the practical use of ANOVA analysis in identifying a statistically significant effect of a particular vehicle on average consumption. We also show results from previous research and compare two different types of electric buses in operation.
This paper focuses on the statistical evaluation of various operating characteristics of electric buses. The data obtained for statistical evaluation come from practice. In this paper, we focus on electricity consumption—an important aspect of electric bus operation. The ambient temperature significantly affects electricity consumption. In this paper, we use applied mathematics—correlation analysis, we accurately identify the effect of temperature on the consumption of the electric bus. Our next goal was to define the relationship between the loss of energy from the battery and driving power. We used regression analysis to describe this relation. Our article also includes an example of the practical use of ANOVA analysis in identifying a statistically significant effect of a particular vehicle on average consumption. We also show results from previous research and compare two different types of electric buses in operation.
Record ID
Keywords
ANOVA, battery, capacity, electric buses, heater, mobility, transportation
Subject
Suggested Citation
Čulík K, Štefancová V, Hrudkay K, Morgoš J. Interior Heating and Its Influence on Electric Bus Consumption. (2023). LAPSE:2023.16881
Author Affiliations
Čulík K: University Science Park, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia [ORCID]
Štefancová V: Department of Railway Transport, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia [ORCID]
Hrudkay K: University Science Park, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia [ORCID]
Morgoš J: University Science Park, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia
Štefancová V: Department of Railway Transport, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia [ORCID]
Hrudkay K: University Science Park, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia [ORCID]
Morgoš J: University Science Park, University of Žilina, Univerzitná 1, 01026 Žilina, Slovakia
Journal Name
Energies
Volume
14
Issue
24
First Page
8346
Year
2021
Publication Date
2021-12-10
ISSN
1996-1073
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Original Submission
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PII: en14248346, Publication Type: Journal Article
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LAPSE:2023.16881
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https://doi.org/10.3390/en14248346
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[v1] (Original Submission)
Mar 3, 2023
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Mar 3, 2023
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