Analysis of Charging Patterns of Electric City Buses based on Real-world Charging Data

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The study aims to analyze the charging patterns of electric city buses to assist in effective charging infrastructure planning.
Analyzed one year of charging history data from electric city buses operating at Suwon 북부차고지.
Examined charging patterns, with a focus on night charging and opportunity charging.
Applied a Gaussian mixture model to approximate the distribution of charging intervals by route.
Charging patterns reveal combinations of night charging and opportunity charging.
Distribution of charging intervals approximated by a Gaussian mixture model, indicating operational efficiency per battery capacity and energy costs.
Study suggests exploring alternative technologies and public charging infrastructure for future electric bus expansion.

Analyzes charging patterns in electric city buses, suggesting improvements for infrastructure planning.

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PARK et al. (2026) studied this question.

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