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Daokun Bi

Jilin University (JLU)

SCHOLARLY PAPERS

7

DOWNLOADS

280

TOTAL CITATIONS

5

Scholarly Papers (7)

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
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.

Torsional Adaptive Control of Motor Drive Process in Planetary Multi Speed Hybrid Power System

Number of pages: 24 Posted: 20 Sep 2023
affiliation not provided to SSRN, Jilin University (JLU), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 47 (1,109,210)
Citation 1

Abstract:

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Hybrid commercial vehicle, Multi speed hybrid power system, Torsional Vibration, Adaptive control

3.

High-Precision Vehicle Engine Fuel Consumption Model Based on Data Augmentation

Number of pages: 35 Posted: 19 Apr 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Jilin University (JLU) and affiliation not provided to SSRN
Downloads 46 (1,133,231)

Abstract:

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Transient Fuel Consumption Model, Generative adversarial network, Machine Learning, Data augmentation

4.

Energy Management Strategy Calibration Parameter Optimization for Planetary Hybrid Electric Vehicle

Number of pages: 18 Posted: 14 Aug 2025
affiliation not provided to SSRN, Jilin University (JLU), affiliation not provided to SSRN, Guilin University of Electronic Technology and Jiangsu University
Downloads 44 (1,133,231)

Abstract:

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Energy management strategy;Comprehensive fuel consumption;Calibration parameter optimization;Cooperative optimization

5.

High-Precision Transient Fuel Consumption Model Based on Data Augmentation

Number of pages: 28 Posted: 20 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Institute of Technology and Jilin University (JLU)
Downloads 42 (1,157,785)
Citation 4

Abstract:

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Transient Fuel Consumption Model, Generative Adversarial Network, Machine learning, Data Augmentation

A Data-Mechanism Approach of Transient Fuel Consumption Deterioration Characteristics in Commercial Vehicles

Number of pages: 18 Posted: 01 Aug 2025
affiliation not provided to SSRN, Jilin University (JLU), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18 (1,525,626)

Abstract:

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Data mechanism integration, Commercial vehicle transient conditions, Fuel consumption deterioration mechanism and influencing factors

A Data-Mechanism Approach of Transient Fuel Consumption Deterioration Characteristics in Commercial Vehicles

Number of pages: 18 Posted: 06 Aug 2025
affiliation not provided to SSRN, Jilin University (JLU), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 11 (1,598,105)

Abstract:

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Data mechanism integration, Commercial vehicle transient conditions, Fuel consumption deterioration mechanism and influencing factors

7.

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
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU) and Jilin University (JLU)
Downloads 20 (1,470,786)

Abstract:

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