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causal inference 1time-aware deep learning 1transportation energy management 1trolleybus energy prediction 1weather impact 1

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1 paper

math.OC2026

Inter-Stop Energy Prediction and Causal Driver Quantification for Dual-Source Trolleybuses via a Time-Aware Tabular Deep Learning Architecture

Wentao Zeng, Zijian Huang, Yiming Bie +2

The paper introduces a time‑aware tabular deep learning model to predict inter‑stop energy consumption for dual‑source trolleybuses and provides a causal analysis of the factors in…