학술논문

ESTIMATION METHOD OF PEDESTRIAN OD FLOW IN RAILWAY STATION WITH APPLYING MOVIE PROCESSING AND MATHEMATICAL OPTIMIZATION MODELING / 動画解析と数理最適化モデルを用いた鉄道駅構内における分布交通量の推計手法
Document Type
Journal Article
Source
日本建築学会計画系論文集 / Journal of Architecture and Planning (Transactions of AIJ). 2023, 88(803):56
Subject
Mathematical optimization
Movie processing
OD flow
Passenger flow
Railway station
Renewal planning
分布交通量
動画解析
改良計画
数理最適化
旅客流動
鉄道駅
Language
Japanese
ISSN
1340-4210
1881-8161
Abstract
This study tries to develop the estimation method of pedestrian OD flow in railway station with applying AI movie processing to measure cross-sectional flow volume and enhanced entropy maximization model which can deal with passenger volume on several routes. Firstly, this paper shows measurement accuracy of cross-sectional flow volume might be enough and measurement error can be in accordance with normal distribution. Secondly, reproductivity of the enhanced entropy maximization model is evaluated by numerical experiments. This study concludes that proposed model possibly estimates OD flow from cross-sectional flow volume data with adequate accuracy trough a day.