Research on Mode Shift Control of Multimode Hybrid Systems Based on Hybrid Model Prediction

A hybrid mining dump truck contains multiple power sources and has a variety of operating modes. When the vehicle switches between different operating modes, inappropriate control strategies will result in insufficient power or excessive output torque ripple. The resulting vehicle shock and the dynamic characteristics of the dynamic clutch mechanism will affect ride comfort. In order to improve the performance of the hybrid mining dump truck in the mode switching process as much as possible, this paper takes power-split hybrid special transmission as the research object and proposes a hybrid model predictive control (HMPC) strategy. However, the simulation time of the HMPC algorithm is about 27% less than that of the MPC algorithm. HMPC can significantly shorten the control time while improving the vehicle ride comfort, reducing the sliding friction work during mode switching, and improving the real-time and robustness of mode switching.

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Publication Details

Journal
World Electric Vehicle Journal
Published
2025-03-17
DOI
https://doi.org/10.3390/wevj16030177
Primary Topic
Hydraulic and Pneumatic Systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

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article

Research on Mode Shift Control of Multimode Hybrid Systems Based on Hybrid Model Prediction

Xinxin Zhao, Jiadian Liu, Li Bing
World Electric Vehicle Journal
Hydraulic and Pneumatic Systems
article

Research on Mode Shift Control of Multimode Hybrid Systems Based on Hybrid Model Prediction

Xinxin Zhao, Jiadian Liu, Li Bing
article en

Abstract

A hybrid mining dump truck contains multiple power sources and has a variety of operating modes. When the vehicle switches between different operating modes, inappropriate control strategies will result in insufficient power or excessive output torque ripple. The resulting vehicle shock and the dynamic characteristics of the dynamic clutch mechanism will affect ride comfort. In order to improve the performance of the hybrid mining dump truck in the mode switching process as much as possible, this paper takes power-split hybrid special transmission as the research object and proposes a hybrid model predictive control (HMPC) strategy. However, the simulation time of the HMPC algorithm is about 27% less than that of the MPC algorithm. HMPC can significantly shorten the control time while improving the vehicle ride comfort, reducing the sliding friction work during mode switching, and improving the real-time and robustness of mode switching.

World Electric Vehicle JournalVol. 16(3)
University of Science and Technology Beijing (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 95%
Hydraulic and Pneumatic Systems
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