Yanfei Li

Tsinghua University

SCHOLARLY PAPERS

10

DOWNLOADS

317

TOTAL CITATIONS

3

Scholarly Papers (10)

1.

Soft Actor-Critic with Discrete-Continuous Hybrid Action Space for Energy Management of Heavy Duty Hev Combining Multi-Dimensional Naturalistic Driving Data

Number of pages: 44 Posted: 25 May 2023
Tsinghua University, Tsinghua University, University of Birmingham, Tsinghua University, Tsinghua University and Chang’an University - School of Automobile
Downloads 69 (718,841)
Citation 1

Abstract:

Loading...

Hybrid Action Space, Synthetic Driving Cycle, Deep Reinforcement Learning, Markov Chain, Energy Management Strategy, Hybrid Electric Vehicles

Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Number of pages: 18 Posted: 29 Feb 2024
Tsinghua University, Tsinghua University, University of Birmingham, Tsinghua University, Tsinghua University, Chang’an University - School of Automobile, University of Birmingham, Tsinghua University and Tsinghua University
Downloads 29 (1,075,432)

Abstract:

Loading...

Machine Learning, Synthetic Driving Cycle, Deep Reinforcement Learning, Big Data, Energy Management Strategy, Hybrid Electric Vehicles

Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Number of pages: 52 Posted: 28 Sep 2023
Tsinghua University, Tsinghua University, University of Birmingham, Tsinghua University, Tsinghua University, Chang’an University - School of Automobile, University of Birmingham, Tsinghua University and Tsinghua University
Downloads 27 (1,100,191)

Abstract:

Loading...

machine learning, Synthetic Driving Cycle, Deep reinforcement learning, Big Data, Energy management strategy, Hybrid Electric Vehicles

3.

Characterizing Under-Expansion Behaviors Induced by Rapid Phase Change of Flash-Boiling Jets

Number of pages: 26 Posted: 30 Apr 2022
affiliation not provided to SSRN, Tsinghua University, affiliation not provided to SSRN, Tsinghua University, Chang’an University - School of Automobile and Tsinghua University
Downloads 51 (837,654)
Citation 1

Abstract:

Loading...

flash boiling, under-expanded jets, phase change, shock waves, spray collapse

4.

Real-Time Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Number of pages: 17 Posted: 28 Jun 2024
University of Pittsburgh, Tsinghua University, University of Birmingham, Tsinghua University, University of Birmingham, Chang’an University - School of Automobile, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 32 (1,012,967)
Citation 1

Abstract:

Loading...

Deep Reinforcement Learning, Synthetic Driving Cycle, Machine Learning, Big Data, Energy Management Strategy, Hybrid Electric Vehicles

5.

Effects of Commercial Ethanol-Blended Gasoline on Emissions of a Blended Plug-In Hybrid Electric Vehicle

Number of pages: 31 Posted: 19 Dec 2023
Tsinghua University, affiliation not provided to SSRN, affiliation not provided to SSRN, Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University, Chang’an University - School of Automobile and Tsinghua University
Downloads 26 (1,081,444)

Abstract:

Loading...

PHEV, High-power cold start, Oxygen storage saturation, Ethanol-blended gasoline, Emissions, Designed cycle

6.

Experimental and Numerical Study on the Laminar Flame Characteristics for Pode3 and Pode3/Iso-Octane Blends Under Elevated and Weakened Initial Pressures

Number of pages: 30 Posted: 12 May 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, Chang’an University - School of Automobile, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 25 (1,093,373)

Abstract:

Loading...

Polyoxymethylene dimethyl ethers, laminar burning speed, Markstein length, Flame instability

7.

Effects of Ethanol/N-Hexane Blending Ratio on Shock Waves in Flash-Boiling Jets

Number of pages: 20 Posted: 05 Feb 2024
Tsinghua University, Tsinghua University, Yantai University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 24 (1,105,580)

Abstract:

Loading...

flash boiling, under-expanded jets, shock waves, bi-component blends, component interactions.

8.

Transfer Learning Based Prediction of Knock Intensity in a Hybrid Dedicated Engine Using Higher-Octane Gasoline for Thermal Efficiency Improvement

Number of pages: 24 Posted: 29 Aug 2024
Tsinghua University, University of Birmingham, BYD Co Ltd, Tsinghua University, Chang’an University - School of Automobile and Tsinghua University
Downloads 14 (1,228,068)

Abstract:

Loading...

Internal combustion engine, Fuel octane number, Knock intensity, Transfer learning, Domain adaptation, Sampling strategy

9.

Transfer Learning Based Prediction of Knock Intensity in a Hybrid Dedicated Engine Using Higher-Octane Gasoline for Thermal Efficiency Improvement

Number of pages: 40 Posted: 06 Nov 2024
Tsinghua University, University of Birmingham, BYD Co Ltd, Tsinghua University, Chang’an University - School of Automobile and Tsinghua University
Downloads 13 (1,239,642)

Abstract:

Loading...

internal combustion engine, Fuel octane number, Knock intensity, transfer learning, Domain adaptation, Sampling strategy.

10.

A Pressure-Based Hybrid Framework for Sub- and Supersonic Compressible Two-Phase Flow with Non-Equilibrium Phase Change

Number of pages: 24 Posted: 28 Apr 2025
Tsinghua University, Tsinghua University, Tsinghua University, Northwestern Polytechnical University, Tsinghua University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 7 (1,296,324)

Abstract:

Loading...

All-Mach number solver, HLLC scheme, Compressible two-phase flow, Under-expanded jet, Flash boiling, OpenFOAM