Research Article

Discrete Train Speed Profile Optimization for Urban Rail Transit: A Data-Driven Model and Integrated Algorithms Based on Machine Learning

Table 2

Overview of measurement characteristics.

Parameter Unit Resolution

Speed km/h 0.001
Position m 0.001
Time s 0.2
Train weight ton 1
Current slope 1 1
EBI speed km/h 0.001
Station spacing m 0.001
Expected acceleration of PID (km/h)/s 1
Electric energy consumption Kwh 1