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金属矿山 ›› 2025, Vol. 54 ›› Issue (9): 168-175.

• 机电与自动化 • 上一篇    下一篇

基于动态规划的混合动力矿用卡车能量管理策略研究

李洪亮  王庆华  马鹏程    

  1. 内蒙古科技大学矿业与煤炭学院,内蒙古 包头 014010
  • 出版日期:2025-09-15 发布日期:2025-10-10
  • 作者简介:李洪亮(1980—),男,副教授,博士,硕士研究生导师。
  • 基金资助:
    内蒙古自治区高等学校科学研究重点项目(编号:NJZZ22444);蒙古自治区直属高校基本科研业务费项目(编号:2023QNJS102);内蒙 古自然科学基金项目(编号:2024LHMS05007)。 

Research on Energy Management Strategy of Hybrid Electric Mining Truck Based on Dynamic Programming 

LI Hongliang  WANG Qinghua  MA Pengcheng    

  1. School of Mining and Coal,Inner Mongolia University of Science and Technology,Baotou 014010,China
  • Online:2025-09-15 Published:2025-10-10

摘要: 以混合动力矿用卡车为研究对象,建立基于动态规划(Dynamic Programming,DP)的能量管理策略对其 燃油经济性进行研究,最大程度地挖掘其节油潜能,同时获得混合动力系统储放能变化规律。 根据混合动力矿用卡 车的运行特点构建了其行驶工况和混合动力系统结构方案,建立了后向仿真模型,在此基础上建立了以发动机燃油 消耗为优化目标的最优控制数学模型并采用 DP 算法进行了求解。 仿真结果反映出,混合动力矿用卡车发动机的工 作点较原型车能够更多地工作在燃油经济区,并且燃油消耗比原型车降低了 18. 3%,同时获得了动力电池在储放能 过程中荷电状态(State of Charge,SOC)和电流的变化规律。 结果表明:所提出的混合动力方案是可行的,基于 DP 的 能量管理策略对燃油经济性的提高是有效的,矿用卡车具有较大的能量回收潜力。 该研究为后续混合动力矿用卡车 能量管理策略开发提供了理论基础和参考依据。 

Abstract: Taking the hybrid electric mining truck as the research object,the energy management strategy based on Dynamic Programming (DP) is established to study its fuel economy,maximize its fuel saving potential and obtain the change law of energy storage and discharge of the hybrid power system. According to the operation characteristics of the hybrid electric mining truck,the driving conditions and the structural scheme of the hybrid power system are constructed,and the backward simulation model is established. On this basis,the optimal control mathematical model with the engine fuel consumption as the optimization goal is established and solved by using DP algorithm. From the obtained simulation results,the hybrid mining truck engine can work more in the fuel economy zone than that of the prototype vehicle,and the fuel consumption is 18. 3% lower than that of the prototype vehicle. At the same time,the variation law of State of Charge (SOC) and current of the power battery in the process of energy storage and discharge is obtained. The results show that the proposed hybrid power scheme is feasible,the energy management strategy based on DP is effective to improve fuel economy,and the mining truck has greater energy recovery potential. This study provides a theoretical basis and reference for the subsequent development of energy management strategies for hybrid electric mining trucks.

Key words: hybrid electric mining truck,dynamic programming,energy management strategy, fuel economy, fuel consumption 

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