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METHOD AND SYSTEM FOR PREDICTING ENERGY CONSUMPTION OF A VEHICLE THROUGH APPLICATION OF A STATISTICAL MODEL UTILIZING SENSOR AND DATABASE DATA
METHOD AND SYSTEM FOR PREDICTING ENERGY CONSUMPTION OF A VEHICLE THROUGH APPLICATION OF A STATISTICAL MODEL UTILIZING SENSOR AND DATABASE DATA
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机译:通过利用传感器和数据库数据的统计模型预测车辆能量消耗的方法和系统
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摘要
A method for predicting energy consumption of a vehicle using a statistical model. The method includes (i) predicting a set of future input vectors for the vehicle at defined time intervals corresponding to a plurality of future points in time based on a subset of a plurality of reference input vectors previously generated at the defined time intervals at a plurality of previous points in time, (ii) predicting a change in the energy level of the vehicle at the future points in time using a processor and the statistical model, and (iii) providing results corresponding to the predicted change in the energy level to an output unit of the vehicle. The change in the energy level comprises a function of corresponding future input vectors and an associated weighting vector. The change in the energy level is predicted based on a regression analysis of the energy level associated with each of the reference input vectors.
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