Metro passenger flow control with station-to-station cooperation based on stop-skipping and boarding limiting
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Central South University"
DOI: 10.1007/s11771-017-3424-x
Abstract: Metro passenger flow control problem is studied under given total inbound demand in this work, which considers passenger demand control and train capacity supply. Relevant connotations are analyzed and a mathematical model is developed. The… read more here.
Keywords: station; passenger flow; flow control; metro passenger ... See more keywords
Metro Passenger Flow Prediction via Dynamic Hypergraph Convolution Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3072743
Abstract: Metro passenger flow prediction is a strategically necessary demand in an intelligent transportation system to alleviate traffic pressure, coordinate operation schedules, and plan future constructions. Graph-based neural networks have been widely used in traffic flow… read more here.
Keywords: flow; metro passenger; prediction; flow prediction ... See more keywords
A Hybrid Spatiotemporal Deep Learning Model for Short-Term Metro Passenger Flow Prediction
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advanced Transportation"
DOI: 10.1155/2020/4656435
Abstract: The primary objective of this study is to predict the short-term metro passenger flow using the proposed hybrid spatiotemporal deep learning neural network (HSTDL-net). The metro passenger flow data is collected from line 2 of… read more here.
Keywords: passenger flow; metro passenger; passenger; metro ... See more keywords