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Dafeng Song

Jilin University (JLU)

SCHOLARLY PAPERS

3

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115

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Scholarly Papers (3)

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1.

A transient temporal feature-augmented data-driven model for high-precision prediction of instantaneous fuel consumption in commercial vehicles

Number of pages: 18 Posted: 26 Nov 2025
Dafeng Song, Daokun Bi, Xiaohua Zeng and Jianhua Liu
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU) and affiliation not provided to SSRN
Downloads 52 (1,052,702)

Abstract:

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Commercial vehicles, Transient fuel consumption prediction, Temporal feature augmentation, machine learning, Data-driven modeling, Energy management

2.

Data-driven modeling of transient fuel consumption in commercial vehicles with temporal feature augmentation

Number of pages: 18 Posted: 22 Dec 2025
Dafeng Song, Daokun Bi, Xiaohua Zeng and Jianhua Liu
Jilin University (JLU), affiliation not provided to SSRN, Jilin University (JLU) and affiliation not provided to SSRN
Downloads 43 (1,170,409)

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Transient fuel consumption prediction, data-driven modeling, Temporal feature augmentation, Machine learning, Commercial vehicles, Fuel efficiency

3.

Physics-guided temporal feature augmentation for transient fuel consumption prediction of heavy-duty trucks under real-world driving

Number of pages: 21 Posted: 13 Apr 2026
Dafeng Song, Daokun Bi, Xiaohua Zeng and Chaosheng Duan
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU) and Jilin University (JLU)
Downloads 20 (1,470,786)

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Heavy-duty trucks, Real-world driving, Transient fuel consumption, Machine learning, Temporal feature augmentation, Fleet fuel monitoring