Real-World Travel Time Data from RITIS.org for the Washington, DC Metropolitan Area
收藏DataCite Commons2025-03-05 更新2025-04-16 收录
下载链接：
https://ieee-dataport.org/documents/real-world-travel-time-data-ritisorg-washington-dc-metropolitan-area
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资源简介：
This dataset provides real-world travel time data from RITIS.org, specifically covering the Washington, DC Metropolitan Area. The data records travel time variations across multiple road segments at 15-minute intervals, reflecting time-dependent traffic patterns. It is primarily used for Electric Vehicle (EV) routing optimization, integrating Deep Reinforcement Learning (DRL), Temporal Multimodal Multivariate Learning (TMML), and the Time-Dependent Shortest Path (TDSP) algorithm. The dataset includes travel times, probability distributions for travel time uncertainties.Bayesian updates can be used based on real-time observations. This dataset supports intelligent transportation systems, enabling real-time decision-making for EV routing, energy management, and dynamic charging infrastructure planning in urban environments.
提供机构：
IEEE DataPort
创建时间：
2025-03-05
