A hybrid neural network integrating attention mechanism for time series and non-time series multi-factor electric vehicle energy consumption prediction

Wenqiang Zhang, Ruisheng Chai, Mingzhe Li, Yashuang Mu, Peng Li, Mitsuo Gen

Wenqiang Zhang, Ruisheng Chai, Mingzhe Li, Yashuang Mu, Peng Li, Mitsuo Gen

Informatics

Frontiers in Industrial Engineering | Articles

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Introduction

A hybrid neural network integrating attention mechanism for time series and non-time series multi-factor electric vehicle energy consumption prediction. Hybrid neural network with attention mechanism accurately predicts electric vehicle energy consumption. Utilizes time series & non-time series multi-factor data for precise forecasts.

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Wenqiang Zhang, Ruisheng Chai, Mingzhe Li, Yashuang Mu, Peng Li, Mitsuo Gen