Energy-efficient speed profile approximation: An optimal switching region-based approach with adaptive resolution

J Yang, L Jia, S Lu, Y Fu, J Ge - Energies, 2016 - mdpi.com
Speed profile optimization plays an important role in optimal train control. Considering the
characteristics of an electrical locomotive with regenerative braking, this paper proposes a …

Deep reinforcement learning based train driving optimization

J Huang, E Zhang, J Zhang, S Huang… - 2019 Chinese …, 2019 - ieeexplore.ieee.org
In contemporary society, railway networks are usually considered among the most critical
undertakers of transportation tasks. Thanks to the born-with preferential conditions of the …

Optimal Speed Profile Determination with Fixed Trip Time in the Electric Train Operation of the Cat Linh-Ha Dong Metro Line based on Pontryagin's Maximum …

T Anh, NV Quyen - Engineering, Technology & Applied Science …, 2020 - etasr.com
The significant energy consumption for railway electric transportation operation poses a
great challenge in outlining saving energy solutions. Speed profile optimization based on …

Human experience knowledge induction based intelligent train driving

J Huang, F Yang, Y Deng, X Zhao… - 2017 IEEE/ACIS 16th …, 2017 - ieeexplore.ieee.org
As the most sustainable means of modern transportation, the railway trains are eagerly
approaching autonomous driving due to their congenital advantages on operating …

超级电容有轨电车节能驾驶方法研究

张华志, 付程成, 肖壮, 王青元, 冯晓云, 何斌 - 机车电传动, 2022 - edl.csrzic.com
针对超级电容有轨电车节能驾驶问题, 系统性考虑车辆牵引/制动特性, 区间运行时间约束,
线路坡度值变化, 超级电容充放电能力等条件, 提出一种基于极大值原理的最优操纵规则的改进 …

Toward Intelligent Train Driving through Learning Human Experience

J Huang, Y Cai, J Li, X Chen… - 2019 1st International …, 2019 - ieeexplore.ieee.org
As the most sustainable means of modern transportation, modern railway is approaching a
new era of intelligence. A major part of this momentum is the autonomous driving of railway …

Energy-efficient automatic train driving by learning driving patterns

J Huang, Y Gao, S Lu, X Zhao, Y Deng… - Proceedings of the AAAI …, 2018 - ojs.aaai.org
Railway is regarded as the most sustainable means of modern transportation. With the fast-
growing of fleet size and the railway mileage, the energy consumption of trains is becoming …

[PDF][PDF] Energy—Efficient Operation in Subway Systems: Tracking Optimal Speed Profile with on Board Supercapacitor Energy Storage System

A Anh, NV Quyen - Indian Journal of Science …, 2021 - sciresol.s3.us-east-2.amazonaws …
Objectives: To verify the energy efficiency operation of electrified trains on the certain metro
line, in Vietnam by combining two solutions to recover regenerative braking energy with on …

Uniqueness of an Optimal Run-up for a Steep Incline of a Train

X Vu - International Journal of Railway, 2009 - koreascience.kr
An optimal driving strategy of a train in a long journey on a nonsteep track has four phases:
an initial power phase, a long hold speed phase, a coast phase and a final brake phase …