A journal of IEEE and CAA , publishes
high-quality papers in English on original
theoretical/experimental research
and development in all areas of automation
Volume 10
Issue 10
IEEE/CAA Journal of Automatica Sinica
| Citation: | M. Q. Lin, S. X. Chen, W. Wang, and J. Wu, “Multi-feature fusion-based instantaneous energy consumption estimation for electric buses,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 10, pp. 2035–2037, Oct. 2023. doi: 10.1109/JAS.2022.106010
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| [1] |
K. Liu, Z. Wei, C. Zhang, Y. Shang, R. Teodorescu, Q.-L. Han, “Towards long lifetime battery: AI-based manufacturing and management,” IEEE/CAA J. Autom. Sinica, vol. 9, no. 7, pp. 1139–1165, 2022. doi: 10.1109/JAS.2022.105599
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| [2] |
C. Fiori, M. Montanino, S. Nielsen, M. Seredynski, and F. Viti, “Microscopic energy consumption modelling of electric buses: Model development, calibration, and validation,” Transportation Research Part D: Transport and Environment, vol. 98, p. 102978, 2021.
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| [3] |
C. Beckers, I. Besselink, J. Frints, and H. Nijmeijer, “Energy consumption prediction for electric city buses,” in Proc. 13th ITS European Congr., Brainport, The Netherlands, 2019, pp. 3–6.
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| [4] |
O. A. Hjelkrem, K. Y. Lervåg, S. Babri, C. Lu, and C. J. Södersten, “A battery electric bus energy consumption model for strategic purposes: Validation of a proposed model structure with data from bus fleets in China and Norway,” Transportation Research Part D: Transport and Environment, vol. 94, p. 102804, 2021.
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| [5] |
B. Luin, S. Petelin, and F. Al-Mansour, “Microsimulation of electric vehicle energy consumption,” Energy, vol. 174, pp. 24–32, 2019.
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| [6] |
H. Abdelaty, A. Al-Obaidi, M. Mohamed, and H. E. Farag, “Machine learning prediction models for battery-electric bus energy consumption in transit,” Transportation Research Part D: Transport and Environment, vol. 96, p. 102868, 2021. doi: 10.1016/j.trd.2021.102868
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| [7] |
H. Abdelaty and M. Mohamed, “Energy consumption uncertainty model for battery-electric buses in transit,” in Proc. IEEE Transportation Electrification Conf. & Expo, 2021, pp. 1–5.
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| [8] |
S. Kanarachos, J. Mathew, and M. E. Fitzpatrick, “Instantaneous vehicle fuel consumption estimation using smartphones and recurrent neural networks,” Expert Systems Applications, vol. 120, pp. 436–447, 2019.
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| [9] |
M. Wall, A. Rechtsteiner, and L. Rocha, “Singular value decomposition and principal component analysis,” in A Practical Approach to Microarray Data Analysis, Boston, USA: Springer, 2003, pp. 91−109.
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| [10] |
J. Zhang, Z. Wang, P. Liu, and Z. Zhang, “Energy consumption analysis and prediction of electric vehicles based on real-world driving data,” Applied Energy, vol. 275, p. 115408, 2020. doi: 10.1016/j.apenergy.2020.115408
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