Prediction Method of PHEV Driving Energy Consumption Based on the Optimized CNN BiLSTM Attention Network
Xuezhao Zhang,
Zijie Chen,
Wenxiao Wang
et al.
Abstract:In the field of intelligent transportation, the planning of traffic flows that meet energy-efficient driving requirements necessitates the acquisition of energy consumption data for each vehicle within the traffic flow. The current methods for calculating vehicle energy consumption generally rely on longitudinal dynamics models, which require comprehensive knowledge of all vehicle power system parameters. While this approach is feasible for individual vehicle models, it becomes impractical for a large number o… Show more
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