Oil consumption prediction method, device, equipment, storage medium and product

The invention provides a fuel consumption prediction method and device, equipment, a storage medium and a product. The fuel consumption prediction method comprises the steps of obtaining current vehicle fuel consumption data; based on a fusion attention mechanism, performing feature extraction on the current vehicle fuel consumption data to obtain fuel consumption fusion feature data; wherein the fuel consumption fusion feature data is fusion data of multi-dimensional feature data influencing fuel consumption; and inputting the fuel consumption fusion feature data into a fuel consumption prediction model to obtain a fuel consumption prediction quantity output by the fuel consumption prediction model. According to the scheme, the accuracy of oil consumption prediction is improved. 本发明提供一种油耗预测方法、装置、设备、存储介质及产品，包括获取当前的车辆油耗数据；基于融合注意力机制，对当前的车辆油耗数据进行特征提取，获得油耗融合特征数据；其中，油耗融合特征数据为影响油耗的多维度特征数据的融合数据；将油耗融合特征数据输入至油耗预测模型中，获得油耗预测模型输出的油耗预测量。本发明的方案，提高了油耗预测的准确性。