Intelligent driving methods based on expert knowledge and online optimization for high-speed trains

作者：

Highlights：

• Intelligent driving methods (IDMs) are proposed to control the high-speed train.

• IDMs is realized by integrating the expert knowledge with online algorithms.

• Online optimization algorithms can greatly enhance IDMs’ real-time performance.

• The proposed IDMs are better than traditional train driving method.

摘要

•Intelligent driving methods (IDMs) are proposed to control the high-speed train.•IDMs is realized by integrating the expert knowledge with online algorithms.•Online optimization algorithms can greatly enhance IDMs’ real-time performance.•The proposed IDMs are better than traditional train driving method.

论文关键词：High-speed train,Expert knowledge,Online optimization algorithm,Intelligent driving method (IDM)

论文评审过程：Received 14 July 2016, Revised 29 April 2017, Accepted 5 June 2017, Available online 13 June 2017, Version of Record 21 June 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.06.006