Excellence in Research: Interoperable Transportation Service Roaming System for Transportation Disadvantaged Populations
Excellence in Research: Interoperable Transportation Service Roaming System for Transportation Disadvantaged Populations
批准号:
2055347
负责人:
Yanshuo Sun
金额:
$65.89万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-09-01 至 2025-08-31
中文摘要
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英文摘要
This Excellence in Research will promote social equality and improve transportation accessibility for millions of transportation-disadvantaged (TD) Americans by supporting fundamental research on a novel Interoperable Transportation Service Roaming (ITS-R) System. This ITS-R system enables independent mobility service providers to willingly share their vehicle fleets and demand information in order to reduce their operational costs and improve service quality for their riders. A diverse research team consisting of researchers from two HBCUs (Florida A&M University and Morgan State University) will conduct various research tasks ranging from service optimization to travel behavior modeling. Research findings will also be integrated into undergraduate and graduate courses taught at Florida A&M and Morgan State. Online education games adapted from the research tasks will be developed to motivate K-12 students to pursue engineering degrees. The collaboration with a transportation software company will also provide internship opportunities for the students to further attract them to pursue their careers in the transportation industry.The central research hypothesis is that inter-type and inter-provider barriers in TD mobility services can be mitigated through coordinated decision-making at the organizational (service provider) and individual (rider) levels. To test the hypothesis, five specific research tasks will be conducted, as follows: (1) To design a set of mechanisms for independent paratransit service providers to willingly share demand information and vehicle fleets, and for individual TD riders to shift their travel plans when appropriate external incentives are given; (2) To develop and test new vehicle routing and scheduling algorithms that account for demand exchange, fleet sharing, and availability of inclusive autonomous vehicles (IAVs); (3) To evaluate the implications of fleet automation on paratransit operations and design optimization algorithms for allocating and operating IAVs; (4) To understand and model the organizational (service provider) and individual (rider) behaviors when the ITS-R system is operational; and (5) To integrate various system modules and demonstrate the effectiveness of ITS-R through computational experiments based on real-world data. The successful completion of those research tasks would yield a set of new mechanisms, optimization methods, and behavioral findings that are critical for TD population groups to benefit from the ITS-R system. The research findings will also inform paratransit regulatory agencies in making effective financial and operational policies.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(5)
专著(0)
科研奖励(0)
会议论文
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DOI:
10.1016/j.trb.2023.102800
发表时间:
2023-09
期刊:
Transportation Research Part B: Methodological
影响因子:
--
作者:
[Qianwen Guo;Shumin Chen;Yanshuo Sun;P. Schonfeld]
通讯作者:
Qianwen Guo;Shumin Chen;Yanshuo Sun;P. Schonfeld
DOI:
10.1016/j.tranpol.2021.11.003
发表时间:
2022-01
期刊:
Transport Policy
影响因子:
6.8
作者:
[S. Kirtonia;Yanshuo Sun]
通讯作者:
S. Kirtonia;Yanshuo Sun
Evaluating the Environmental Benefits of Personalized Travel Incentives in Dynamic Carpooling
评估动态拼车中个性化旅行激励措施的环境效益
DOI:
10.1007/s12205-022-1568-1
发表时间:
2022
期刊:
KSCE Journal of Civil Engineering
影响因子:
2.2
作者:
[Sun, Yanshuo, Chen, Shijie, Guo, Qianwen]
通讯作者:
Guo, Qianwen
Integrating dial-a-ride with transportation network companies for cost efficiency: A Maryland case study
将电话预约与交通网络公司整合以提高成本效率:马里兰州案例研究
DOI:
10.1016/j.tre.2023.103140
发表时间:
2023
期刊:
Transportation Research Part E: Logistics and Transportation Review
影响因子:
--
作者:
[Rahman, Md Hishamur, Chen, Shijie, Sun, Yanshuo, Siddiqui, Muhammad Imran, Mohebbi, Matthew, Marković, Nikola]
通讯作者:
Marković, Nikola
Predicting in-stream water quality constituents at the watershed scale using machine learning
使用机器学习预测流域范围内的河流水质成分
DOI:
10.1016/j.jconhyd.2022.104078
发表时间:
2022
期刊:
Journal of Contaminant Hydrology
影响因子:
3.6
作者:
[Adedeji, Itunu C., Ahmadisharaf, Ebrahim, Sun, Yanshuo]
通讯作者:
Sun, Yanshuo
Planning: HBCU-UP: Strengthening Data Science Research Capacity and Education Programs through Academia-Industry Partnership
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批准号:2332161
-
项目类别:Standard Grant
-
资助金额:$20.0万
-
财政年份:2023
-
负责人:Yanshuo Sun
-
依托单位:
Research Initiation Award: Automated Distribution of Autonomous Vehicles
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批准号:2100745
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2021
-
负责人:Yanshuo Sun
-
依托单位:
国内基金
海外基金
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