Interior Heating and Its Influence on Electric Bus Consumption

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.

Automated summary

This paper focuses on statistical evaluation of various operating characteristics of electric buses using practical data. It highlights the significant impact of temperature on electricity consumption, accurately identifying this effect through correlation analysis and defining the relationship between energy loss from the battery and driving power using regression analysis. It also includes a practical example of using ANOVA analysis to identify statistically significant effects of specific vehicles on average consumption, as well as comparing different types of electric buses in operation.