The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 19, 2022

Filed:

Nov. 11, 2021
Applicant:

East China Jiaotong University, Nanchang, CN;

Inventors:

Hui Yang, Nanchang, CN;

Yanli Zhou, Nanchang, CN;

Miao Yan, Nanchang, CN;

Luojun Yang, Nanchang, CN;

Zhongqi Li, Nanchang, CN;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
B61L 27/00 (2022.01); B61L 27/16 (2022.01); G06N 3/00 (2006.01);
U.S. Cl.
CPC ...
B61L 27/16 (2022.01); G06N 3/006 (2013.01);
Abstract

Disclosed are a method and a system for multi-objective optimization of urban train operation. Firstly, speed limit information, slope information and curve radius information of a real train route are obtained, a section is segmented into non-equal sub-sections according to the above information about actual line characteristics, and then a longitudinal dynamics model of the train is constructed in combination with basic vehicle data of the train. Next, energy consumption of the train operation, section operation time, actual parking positions, and rates of acceleration change are calculated, so as to construct a multi-objective optimization model of train operation. Afterwards, a multi-objective differential evolution algorithm is used to solve the multi-objective optimization model, in order to obtain a Pareto optimal solution set of each operation district. Finally, an optimal solution is obtained which takes all objectives into comprehensive consideration, and an optimal train speed curve is generated.


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