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실도로 기반 E-scooter 경사로 주행 안전성 연구

Analysis of E-scooter Riding Safety on Slopes Based on Real Road

이재덕|안세영|노찬우|장일준
한국ITS학회 (The Korean Society of Intelligent Transport Systems)|2023.12|한국ITS학회 논문지 (Journal of Korean Society of Intelligent Transport Systems)|제22권 제6호|pp. 102-113|DOI https://doi.org/10.12815/kits.2023.22.6.102

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키워드

Slope경사로위험속도E-scooter실도로 기반안정속도Real RoadRisk SpeedStable Speed

초록

E-scooter의 사용이 증가함에 따라 관련 사고가 증가하는 실정에서 E-scooter의 주행 위험성에 관한 연구가 미비하다. 그러나 기존의 이론적 분석방법은 주로 차량 중심의 방법론으로E-scooter의 위험성 연구를 위해서는 E-scooter의 경량 및 소형 특성 등을 반영하는 방법론 연구가 필요하다. 이에 본 연구는 E-scooter의 특성을 반영하여 경사로 주행시 운전자가 느끼는 위험속도 및 안정속도를 분석하기 위해 실도로 기반으로 분석하였다. 경사도별 위험속도는 평균21km/h로 분석되었으며, 경사도가 급격해질수록 초기 위험속도가 감소하였다. 안정속도는 상대적으로 위험성이 낮은 경사도 1~2%를 제외하고 평균적으로 17km/h로 분석되었다. 이러한연구 결과는 국내에서 추진 중인 개인형 이동장치의 최고속도 하향 제도의 학술적 근거로 기여할 수 있을 것으로 기대된다.

Abstract

With the increasing use of E-scooters, there is an urgent need for research into their driving risks because of the rising number of related accidents. Existing theoretical analysis methods are primarily vehicle-centered and do not adequately reflect the lightweight and compact characteristics of E-scooters. This study was conducted on real roads to analyze the risk and stable speeds of drivers on longitudinal slopes, considering the unique attributes of E-scooters. The risk speed on slopes was, on average, 21 km/h, with the initial risk speed decreasing as the slope became steeper. The stable speed was determined to be an average of 17 km/h, except on slopes of 1-2%, which presented a relatively low risk. These results are expected to contribute to the academic foundation for policies aimed at reducing the top speed of personal mobility, as is currently being promoted in Korea.

참고문헌 (47)

  1. Allen-Munley, C., "Logistic model for rating urban bicycle route safety", Transportation Research Record, 1878(1), pp.107~115 (2004)
  2. ockless electric Scooter-Related injuries study, "Austin Public Health", ~ (2019)
  3. Badeau, A., "Emergency department visits for electric scooter-related injuries after introduction of an urban rental program", The American Journal of Emergency Medicine, 37(8), pp.1531~1533 (2019)
  4. Basky, G., "Spike in e-scooter injuries linked to ride-share boom", CMAJ, 192(8), pp.E195~E196 (2020)[DOI]
  5. Beck, S., "Emergency department impact following the introduction of an electric scooter sharing service", Emergency Medicine Australasia, 32(3), pp.409~415 (2020)
  6. Bloom, M. B., "Standing electric scooter injuries : Impact on a community", The American Journal of Surgery, 221(1), pp.227~232 (2021)
  7. Bozzi, A. D., "Shared E-scooters : A review of uses, health and environmental impacts, and policy implications of a new micro-mobility service", Sustainability, 13(16), pp.8676~ (2021)
  8. Carlsson, A., "Acute injuries resulting from accidents involving powered mobility devices(PMDs)—Development and outcomes of PMD-related accidents in Sweden", Traffic Injury Prevention, 20(5), pp.484~491 (2019)
  9. Celik, A. K., "A multinomial logit analysis of risk factors influencing road traffic injury severities in the Erzurum and Kars Provinces of Turkey", Accident Analysis &Prevention, 72, pp.66~77 (2014)
  10. Pilot Project for Evaluating Motorized Personal Transportation Devices: Segways and Electric Scooters, "Centre for Electric Vehicle Experimentation in Quebec", ~ (2004)
  11. Pilot Project for Evaluating the Segway Motorized Personal Transportation Device in Real Conditions, "Centre for Electric Vehicle Experimentation in Quebec", ~ (2006)
  12. Che, M., "Users’ behavioral intention and their behavior : Before-and-after study of"keep left"markings on shared footpaths", International Journal of Sustainable Transportation, 17(3), pp.219~227 (2023)
  13. Degele, J., "Identifying e-scooter sharing customer segments using clustering", 2018 IEEE international conference on engineering, technology and innovation (ICE, 2018, 1~8
  14. Finck, M., "Smart Urban Mobility" (2020), Springer Berlin Heidelberg
  15. Geels, F. W., "Sociotechnical transitions for deep decarbonization", Science, 357(6357), pp.1242~1244 (2017)
  16. Gioldasis, C., "Risk-taking behaviors of e-scooter users : A survey in Paris", Accident Analysis & Prevention, 163, pp.106427~ (2021)
  17. Gössling, S., "Integrating e-scooters in urban transportation : Problems, policies, and the prospect of system change", Transportation Research Part D: Transport and Environment, 79, pp.102230~ (2020)
  18. Guo, Y., "Understanding factors influencing shared e-scooter usage and its impact on auto mode substitution", Transportation Research Part D: Transport and Environment, 99, pp.102991~ (2021)
  19. Hagel, B. E., "Severe bicycling injury risk factors in children and adolescents : A case–control study", Accident Analysis &Prevention, 78, pp.165~172 (2015)
  20. 한다정, "PM(Personal mobility) 교통사고의 심각도 요인 분석", 대한교통학회지, 38(3), pp.232~247 (2020), 대한교통학회[DOI]
  21. 한상연, "PM (Personal Mobility) 교통사고 특성 및 사망사고 발생 요인 분석", 한국ITS학회 논문지, 20(1), pp.100~118 (2021), 한국ITS학회[DOI]
  22. James, O., "Pedestrians and e-scooters : An initial look at e-scooter parking and perceptions by riders and non-riders", Sustainability, 11(20), pp.5591~ (2019)
  23. Jeong, D. H., "The Implementation and Effects of Passive ABS for Hydraulic Brake System of Bicycle", The Korean Society of Automotive Engineers Annual Autumn Conference & Exhibition, pp.927~928 (2016)
  24. Jiao, J., "Understanding the shared e-scooter travels in Austin, TX", ISPRS(International Society of Photogrammetry and Remote Sensing) International Journal of Geo-Information, 9(2), pp.135~ (2020)
  25. 주신혜, "A New Approach to Analyzing Cycling Stability Using an Inertial Measurement Unit Sensor", KSCE Journal of Civil Engineering, 22(12), pp.5195~5202 (2018), 대한토목학회[DOI]
  26. 정광복, "개인형(공유) 이동장치 제도 및 운영 여건 검토에 따른 개선방안 연구", 대한교통학회지, 40(1), pp.1~10 (2022), 대한교통학회
  27. 김수재, "공유 전동킥보드 이용 특성 및 영향요인에 관한 연구", 한국ITS학회 논문지, 20(1), pp.40~53 (2021), 한국ITS학회[DOI]
  28. Young Woo Kim, "The New Recreational Transportation on the Street: Personal Mobility, Is It Safe?", 대한외상학회지, 31(3), pp.125~134 (2018), 대한외상학회
  29. Lam, P. Y., "Gyroscopic stabilization of a kid-size bicycle", 2011 IEEE 5th International Conference on Cybernetics and Intelligent Systems(CIS), pp.247~252 (2011)
  30. Ma, Q., "Connecting metros with shared electric scooters : Comparisons with shared bikes and taxis", Transportation Research Part D: Transport and Environment, 109, pp.103376~ (2022)
  31. Ma, Q., "E-Scooter safety : The riding risk analysis based on mobile sensing data", Accident Analysis & Prevention, 151, pp.105954~ (2021)
  32. Novotny, A., "E-Scooter Design: Safety Measures for Next Gen Scooter, Safe-D National UTC", ~ (2023)
  33. Paleti, R., "Modeling the impact of latent driving patterns on traffic safety using mobile sensor data", Accident Analysis & Prevention, 107, pp.92~101 (2017)
  34. Petraki, V., "Combined impact of road and traffic characteristic on driver behavior using smartphone sensor data", Accident Analysis & Prevention, 144, pp.105657~ (2020)
  35. Prati, G., "Using data mining techniques to predict the severity of bicycle crashes", Accident Analysis & Prevention, 101, pp.44~54 (2017)
  36. 신송현, "서울시 PM 대 보행자 교통사고 심각도에 대한 도시건조환경의 영향", 한국ITS학회 논문지, 22(4), pp.114~131 (2023), 한국ITS학회[DOI]
  37. Stigson, H., "Electric scooters accidents : Analyses of two Swedish accident data sets", Accident Analysis & Prevention, 163, pp.106466~ (2021)
  38. Suntharasantic, S., "Piecewise affine model and control of bicycle by gyroscopic stabilization", The 8th Electrical Engineering, 2011, 549~552
  39. Behavior of electric scooter operators in naturalistic environments, "Todd, J.", SAE(Society of Automotive Engineers), ~, pp.SAE(Society of Automotive Engineers) Technical Paper, No. 2019-01-1007 (2019)
  40. Vajari, M. A., "A multinomial logit model of motorcycle crash severity at Australian intersections", Journal of Safety Research, 73, pp.17~24 (2020)
  41. White, E., "What factors contribute to e-scooter crashes: A first look using a naturalistic riding approach", Journal of Safety Research (2023)
  42. Xu, C., "Exploring the impacts of speed variances on safety performance of urban elevated expressways using GPS data", Accident Analysis &Prevention, 123, pp.29~38 (2019)
  43. Yang, D., "Modeling of time-dependent safety performance using anonymized and aggregated smartphone-based dangerous driving event data", Accident Analysis & Prevention, 132, pp.105286~ (2019)
  44. Yang, H., "Safety of micro-mobility : Analysis of E-Scooter crashes by mining news reports", Accident Analysis & Prevention, 143, pp.105608~ (2020)
  45. Yang, H., "Use of deep learning to predict daily usage of bike sharing systems", Transportation Research Record, 2672(36), pp.92~102 (2018)
  46. Yazhisaivendhan, A. V. A., "Experimental Analysis on Electric-Kick Scooter", Doctor, pp.2022
  47. Huanghui Zeng, "Feasibility Assessment of a Smartphone-Based Application to Estimate Road Roughness", KSCE Journal of Civil Engineering, 22(8), pp.3120~3129 (2018), 대한토목학회

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