/Computer-implemented Method And System For Automatically Formulating Electric Multiple Unit Circulation Plan
Abstract

A method for formulating an electric multiple unit (EMU) circulation plan is provided, in which the state data of the EMUs is collected by an onboard sensor assembly deployed on the EMUs in real time, including actual position information, accumulated mileage data, and maintenance state data; a spatiotemporal network is established based on the state data; an original model is established based on the state data and the spatiotemporal network; an aggregative optimization model is established based on the state data and the original model; an aggregation result is obtained by the aggregative optimization model based on the state data; a disaggregation model is established based on the aggregation result; and a an EMU circulation plan is automatically generated by the disaggregation model by combining the aggregation result with the state data in real time.

Full Text

What is claimed is:

A method for formulating an electric multiple unit (EMU) circulation plan is provided, in which the state data of the EMUs is collected by an onboard sensor assembly deployed on the EMUs in real time, including actual position information, accumulated mileage data, and maintenance state data; a spatiotemporal network is established based on the state data; an original model is established based on the state data and the spatiotemporal network; an aggregative optimization model is established based on the state data and the original model; an aggregation result is obtained by the aggregative optimization model based on the state data; a disaggregation model is established based on the aggregation result; and a an EMU circulation plan is automatically generated by the disaggregation model by combining the aggregation result with the state data in real time.
Timeline
Filed
03/19/2026
Published
07/23/2026
Granted
Not Available
IPC Codes(3)
B61L 27/16:Trackside optimisation of vehicle or train operation
B61L 25/02:Indicating or recording positions or identities of vehicles or trains
B61L 27/57:for vehicles or trains, e.g. trackside supervision of train conditions