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고속도로 화물차 등속주행 특성 및 영향 요인 분석: DTG 기반 실증 연구 KCI 등재

Analysis of Constant-Speed Driving Characteristics and Influencing Factors of Trucks on Highways: Empirical Study Using DTG Data

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한국도로학회논문집 (International journal of highway engineering)
한국도로학회 (Korean Society of Road Engineers)
초록

Truck platooning technology, which utilizes vehicle-to-vehicle communication to enable two or more autonomous trucks to travel in a platoon, is garnering attention. However, before platooning is implemented, an environment that can stably maintain a constant speed must be established. Therefore, maintaining a constant speed is a key prerequisite for truck platooning. To overcome the limitations of previous studies, which relied on traffic simulations or limited experiments, this study analyzes second-by-second truck DTG driving records obtained from highways near major domestic ports. Based on these data, a sliding-window technique was employed to detect constant-speed driving patterns and estimate the rate of constant-speed driving by section. The analysis revealed a high rate of constant-speed driving at the Noeun JCT–Dongcheongju IC, where the traffic volume was low and the road alignment was gentle. However, a low rate was observed at the Gunpo IC–Donggunpo IC, where ramp entries and exits were frequent. Subsequently, a multivariate fractional polynomial model was employed to analyze factors influencing constant-speed driving. The main factors identified were speed dispersion, average duration of constantspeed driving, and volume of large trucks per lane. This shows that speed stability, continuity of driving patterns, and vehicle composition within a section are more important factors in determining constant-speed driving than the average driving speed or traffic volume. This study is significant because it empirically elucidates the characteristics and factors influencing constant-speed driving using large-scale field data. Furthermore, it is expected to provide fundamental data for selecting suitable sections for truck platooning and establishing logistics efficiency policies.

목차
ABSTRACT
1. 서론
2. 기존 문헌 고찰
    2.1. 경제운전 및 등속주행 관련 연구
    2.2. 군집주행 및 응용 연구
    2.3. 시사점 및 연구의 차별성
3. 데이터 구축 프로세스
    3.1. 데이터 수집
    3.2. 데이터 전처리
4. 방법론
5. 분석결과
    5.1. 고속도로 구간별 등속주행 시행 비율
    5.2. 등속주행 시행 비율 그룹 간 비교
    5.3. 등속주행 영향요인 도출
6. 결론
감사의 글
REFERENCES
저자
  • 박기현(계명대학교 연구원) | Park Ki Hyun
  • 홍정열(계명대학교 조교수) | Hong Jung Yeol Corresponding author