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자율주행버스 서비스 안전성 요소 우선순위 도출 연구: 퍼지-계층분석법 기반 접근 KCI 등재

A Framework for Prioritizing Safety Factors of Autonomous Bus Services: A Fuzzy-Analytic Hierarchy Process Approach

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  • URLhttps://db.koreascholar.com/Article/Detail/449041
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한국도로학회논문집 (International journal of highway engineering)
한국도로학회 (Korean Society of Road Engineers)
초록

This study aimed to enhance the safety of autonomous bus services by systematically identifying safety-related factors and establishing priorities based on real-world operating environments. An expert survey was conducted using a autonomous bus currently operating in Pangyo Zero City as a case study. Building on the concept of the Operational Design Domain, a two-layer safety framework was developed consisting of four primary categories (Layer 1): physical infrastructure, operating conditions, communication environment, and weather conditions, and their corresponding detailed elements (Layer 2). A fuzzy Analytic Hierarchy Process(AHP) analysis revealed that physical infrastructure had the highest relative importance, with key safety-critical factors identified as intersection type, construction work zone, lane markings, and adverse weather. Subsequently, a strength, weakness, opportunity and threat (SWOT) analysis was employed to propose short-, mid-, and long-term strategic actions, including the enhancement of object recognition functions based on advanced camera sensor fusion, reinforcement of safety driver and onboard safety personnel systems, and establishment of infrastructure pre-notification systems for construction and maintenance activities. This study provides a quantitative prioritization of safety factors for autonomous bus services and links these findings to a practical technology and policy roadmap, contributing to the enhancement of safety and development of commercialization strategies for future autonomous public transportation services.

목차
ABSTRACT
1. 서론
2. 선행연구 고찰
    2.1. 자율주행 서비스 관련 설문조사 연구
    2.2. 자율주행 안전성 관련 설문조사 연구
    2.3. 선행연구와의 차별성
3. 연구방법론
    3.1. 설문조사 항목 도출
    3.2. 퍼지-계층화 분석(Fuzzy Analytic HierarchyProcess)
    3.3. 전문가 설문조사
    3.4. SWOT 분석
4. 분석결과 및 해석
    4.1. Fuzzy AHP 분석결과
    4.2. 판타G버스 SWOT 분석결과
    4.3. 활용 방안
5. 결론
감사의 글
REFERENCES
저자
  • 김대연(차세대융합기술연구원 경기도미래모빌리티센터 전임연구원) | Kim Daeyeon
  • 김윤아(차세대융합기술연구원 경기도미래모빌리티센터 전임연구원) | Kim Youna
  • 오경택(아주대학교 D.N.A.플러스융합학과 박사과정) | Oh Gyungtaek
  • 임경일(차세대융합기술연구원 경기도미래모빌리티센터 책임연구원) | Lim Kyungil
  • 강용신(차세대융합기술연구원 경기도미래모빌리티센터 센터장) | Kang Yongshin
  • 김형주(차세대융합기술연구원 경기도미래모빌리티센터 팀장) | Kim Hyungjoo Corresponding author