Deep Q-Network Algorithm-Based Cyclic Air Braking Strategy for Heavy-Haul Trains

Cyclic air braking is a key element for ensuring safe train operation when running on a long and steep downhill railway section. In reality, the cyclic braking performance of a train is affected by its operating environment, speed and air-refilling time. Existing optimization algorithms have the pro...

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Bibliographic Details
Published in:Algorithms
Main Authors: Changfan Zhang, Shuo Zhou, Jing He, Lin Jia
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Subjects:
heavy-haul train
long and steep downhill
cyclic air braking
DQN
intelligent control
Online Access:https://www.mdpi.com/1999-4893/17/5/190

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