This research develops a forecasting and simulation model for urban rail and high-speed rail, suggesting improvements in transport organization.
This study develops and applies a forecasting–simulation model for transport organization based on the Transit-Oriented Development (TOD) approach in the vicinity of railway stations. Grounded in an assessment of the current state of transport organization, the research integrates a macro-level travel demand forecasting model with a micro-level simulation to evaluate the effectiveness of TOD-based transport planning scenarios at urban rail and high-speed rail stations, with Thao Dien Station selected as a representative case study. The study formulates three simulation scenarios: (i) the 2025 baseline (current conditions), (ii) the year 2030 without TOD implementation, and (iii) the year 2030 with TOD-based transport planning. The application of TOD demonstrates improvements in the overall transport system by redistributing traffic flows, increasing public transit usage, and reducing trips made by private vehicles.
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Tran et al. (2025) studied this question.
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