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Car-Following Model Based on Deep Learning and Markov Theory
Publisher: ASCE
Abstract: A car-following (CF) model can reproduce various micro traffic phenomena and plays a crucial role in traffic theory. In this study, we combine Markov theory and a gated recurrent unit (GRU) neural network (NN) to propose ...
Analysis of Traffic Properties of Commuters in a Speed-Limit Corridor with Toll Station under Microscopic Method
Publisher: ASCE
Abstract: This study applies the full velocity difference (FVD) model to investigate commuters’ driving process in a speed limit corridor with a toll station and explains how some factors affect the outflow of the traffic corridor ...
A Novel Safety Early Warning Methodology for Pipelines under Landslide Geological Hazard
Publisher: ASCE
Abstract: Pipelines serve as a crucial infrastructure for long-distance and cost-efficient transportation of oil and gas resources. The safety and reliability of oil and gas pipelines crossing mountainous areas, however, are susceptible ...
Product Lifecycle Management for Performance Support
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper shows how product lifecycle information can be utilized to assist people engaged in product lifecycle tasks, in particular those concerned with product support. A progression of product ...
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