A real-time prediction framework for energy consumption of electric buses using integrated Machine learning algorithms
Changyin Dong, Zhuozhi Xiong, Ni Li, Xinlian Yu, Mingzhang Liang, Chu Zhang, Ye Li, Hao Wang
| Year of publication: |
2025
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|---|---|
| Authors: | Dong, Changyin ; Xiong, Zhuozhi ; Li, Ni ; Yu, Xinlian ; Liang, Mingzhang ; Zhang, Chu ; Li, Ye ; Wang, Hao |
| Published in: |
Transportation research : an international journal. - Oxford : Pergamon, Elsevier Science, ISSN 1878-5794, ZDB-ID 2013782-5. - Vol. 194.2025, Art.-No. 103884, p. 1-19
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| Subject: | Artificial neural network | Electric bus | Energy consumption prediction | SHAP | XGBoost | Energiekonsum | Energy consumption | Neuronale Netze | Neural networks | Prognoseverfahren | Forecasting model | Künstliche Intelligenz | Artificial intelligence | Algorithmus | Algorithm |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.tre.2024.103884 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015449473