The invention provides an energy consumption optimal control method and device for an automatic driving electric mine truck, and relates to the technical field of electric mine trucks. According to the method, vehicle running state data are obtained in real time by integrating an advanced sensor technology and complex simulation modeling, and a multi-dimensional data set is constructed in combination with environmental factors. The optimized neural network model is utilized to accurately predict the energy consumption, and according to the comparison between the prediction result and the actual energy consumption, the control strategy is intelligently switched to ensure that the energy consumption of the vehicle is always kept optimal under the complex working condition. According to the system, the precision and adaptability of energy consumption control are improved, the reliability and stability of the system are enhanced through an interactive feedback mechanism, and powerful support is provided for efficient operation of an automatic driving electric mine card. The problems that in the prior art, energy consumption control precision is insufficient, and adaptability is poor are solved.
本发明提供了一种面向自动驾驶电动矿卡的能耗最优控制方法、装置,涉及电动矿卡技术领域,该方法通过集成先进的传感器技术和复杂的仿真建模,实时获取车辆运行状态数据,并结合环境因素,构建多维度的数据集。利用优化的神经网络模型对能耗进行精准预测,并根据预测结果与实际能耗的对比,智能切换控制策略,确保车辆在复杂工况下始终保持能耗最优。该系统不仅提高了能耗控制的精度和适应性,还通过交互反馈机制增强了系统的可靠性和稳定性,为自动驾驶电动矿卡的高效运行提供了有力支持。旨在解决现有技术中能耗控制精度不足、适应性差的问题。
Energy consumption optimal control method and device for automatic driving electric mine card
一种面向自动驾驶电动矿卡的能耗最优控制方法、装置
2025-05-27
Patent
Electronic Resource
Chinese
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung |
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