Cooperative Traction Controller of Heavy-Haul Train With Actuator Saturation: A Multi-Agent System Approach

In the paper, the traction model of the heavy-haul train is formulated firstly in a novel way. And then, a decentralized cooperative controller is proposed to achieve autonomous driving in the traction process of heavy-haul train. The proposed controller includes two parts, one is the coupler compensator, the other is the cooperative controller, and then the power is decentralized on the locomotive. The coupler compensator solves the thorny coupling problem of coupler force by using the fully-actuated and multi-agent ideas. It is converted into the platoon problem in the vehicle. While the cooperative controller addresses the synchronization problem of velocity among cars with the help of some additional sensors and devices. In addition, the stability analysis of the system with saturation actuator is also considered in this paper. And then, a numerical simulation shows the effectiveness of the proposed controller with an actual case in the light of Matlab. Finally, our method’s correctness is verified by Universal Mechanism (UM) platform.

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Publication Details

Journal
IEEE Transactions on Intelligent Transportation Systems
Published
2025-08-18
DOI
https://doi.org/10.1109/tits.2025.3595763
Primary Topic
Railway Systems and Energy Efficiency
Type
article
Field-Weighted Citation Impact
0.00

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article

Cooperative Traction Controller of Heavy-Haul Train With Actuator Saturation: A Multi-Agent System Approach

Ge Guo, Zhenwei Liu, Jilie Zhang
IEEE Transactions on Intelligent Transportation Systems
Railway Systems and Energy Efficiency
article

Cooperative Traction Controller of Heavy-Haul Train With Actuator Saturation: A Multi-Agent System Approach

Ge Guo, Zhenwei Liu, Jilie Zhang
article en

Abstract

In the paper, the traction model of the heavy-haul train is formulated firstly in a novel way. And then, a decentralized cooperative controller is proposed to achieve autonomous driving in the traction process of heavy-haul train. The proposed controller includes two parts, one is the coupler compensator, the other is the cooperative controller, and then the power is decentralized on the locomotive. The coupler compensator solves the thorny coupling problem of coupler force by using the fully-actuated and multi-agent ideas. It is converted into the platoon problem in the vehicle. While the cooperative controller addresses the synchronization problem of velocity among cars with the help of some additional sensors and devices. In addition, the stability analysis of the system with saturation actuator is also considered in this paper. And then, a numerical simulation shows the effectiveness of the proposed controller with an actual case in the light of Matlab. Finally, our method’s correctness is verified by Universal Mechanism (UM) platform.

IEEE Transactions on Intelligent Transportation SystemsVol. 26(11)
Southwest Jiaotong University (CN), Northeastern University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Hebei Province
Affordable and clean energy
Openalex Percentile: Top 71%
Railway Systems and Energy Efficiency
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