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Hongwen He

Beijing Institute of Technology

5 South Zhongguancun street

Center for Energy and Environmental Policy Researc

Beijing, 100081

China

SCHOLARLY PAPERS

13

DOWNLOADS

804

TOTAL CITATIONS

3

Scholarly Papers (13)

1.

Multi-Modality 3d Object Detection in Autonomous Driving: A Review

Number of pages: 23 Posted: 23 Mar 2023
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN and Beijing Institute of Technology
Downloads 267 (287,269)

Abstract:

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Autonomous driving 3D object detectionMulti-modality LiDAR and camera fusionTransformer

2.

Auto-Tuning Dynamics Parameters of Intelligent Electric Vehicles Via Bayesian Optimization

Number of pages: 15 Posted: 02 Jun 2023
Beijing Institute of Technology, Tsinghua University, Beijing Institute of Technology, Technische Universität München (TUM) and Guangxi University
Downloads 138 (530,816)
Citation 1

Abstract:

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Vehicle dynamics model, Intelligent electric vehicles, Four-wheel independent drive, Bayesian optimization, Parameter tuning

3.

Health-Aware Model Predictive Energy Management for Fuel Cell Electric Vehicle Based on Hybrid Modeling Method

Number of pages: 35 Posted: 04 Apr 2023
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 75 (837,727)

Abstract:

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Fuel cell electric vehicle, Energy management strategy, health-aware, model predictive control, Hybrid model, fuel cell degradation

4.

An Integrated Eco-Driving Framework for Hybrid Electric Vehicles in Multi-Lane Scenarios Based on Deep Reinforcement Learning

Number of pages: 20 Posted: 21 Jun 2024
Southeast University, Southeast University, Southeast University, Beijing Institute of Technology, Southeast University and affiliation not provided to SSRN
Downloads 52 (1,041,696)

Abstract:

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Eco-driving strategy, trajectory planning, deep reinforcement learning, hybrid electric vehicles

5.

A Switched Model Predictive Control with Parametric Weights-Based Mode Transition Strategy for a Novel Parallel Hybrid Electric Vehicle

Number of pages: 17 Posted: 10 Mar 2024
Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 47 (1,097,529)

Abstract:

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parallel HEV, model predictive control, mode transition, engine start, multi-objective control, jerk

Cygen-Sac: A Data-Driven Framework for Representativeness Metric and Policy Optimization in Generation of Multidimensional Driving Cycles

Number of pages: 16 Posted: 07 Aug 2025
Julin Hu, Hongwen He and Jingda Wu
Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 23 (1,459,262)

Abstract:

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Driving cycle generationRepresentativeness metricDistributional alignmentDeep reinforcement learningTime-series data generation

Cygen-Sac: A Data-Driven Framework for Representativeness Metric and Policy Optimization in Generation of Multidimensional Driving Cycles

Number of pages: 16 Posted: 26 Aug 2025
Julin Hu, Hongwen He and Jingda Wu
Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 20 (1,500,232)

Abstract:

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Driving cycle generation, Representativeness metric, Distributional alignment, Deep Reinforcement Learning, Time-series data generation

7.

Cover Letter

Number of pages: 21 Posted: 29 Jul 2025
Beijing Institute of Technology, University of Waterloo, Beijing Information Science and Technology University, Beijing Institute of Technology and The University of Hong Kong
Downloads 41 (1,170,409)

Abstract:

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Energy management, Electric vehicle, Deep reinforcement learning, Multi-stack fuel cell vehicle, Large language model

Zero-Carbon and Carbon Neutral Fuels Applied on a Linear Range Extender with Multi-Fuel Adaptability

Number of pages: 32 Posted: 30 Dec 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 24 (1,445,011)

Abstract:

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Linear range extender, Semi-analytical method, performance prediction, Zero-carbon fuels, Carbon neutral fuels

Zero-Carbon and Carbon Neutral Fuels Applied on a Linear Range Extender with Multi-Fuel Adaptability

Number of pages: 26 Posted: 27 May 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 16 (1,548,841)
Citation 2

Abstract:

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Linear range extender, Semi-analytical method, Performance prediction, Zero-carbon fuels, Carbon neutral fuels

9.

Representative Driving Cycle Generation for EMS Simulation-to-Reality Consistency: A Structured SAC Approach

Number of pages: 15 Posted: 03 Dec 2025
Julin Hu, Jingda Wu and Hongwen He
Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 29 (1,332,057)

Abstract:

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Driving cycle generation, Deep reinforcement learning, Structured state-network co-design, Prior-guided learning, Energy management system

10.

Muti-Physics Constrained Pev Charging Management for Solar Pv Penetrated Energy-Transportation Nexus: A Novel Drl-Based Approach Combining a Cyber-Physical System

Number of pages: 28 Posted: 03 May 2024
Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 27 (1,359,097)

Abstract:

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Electric Vehicle, Lithium-ion battery, Solar photovoltaic impact, Fast charging, Cyber-physical system, Deep Reinforcement Learning

11.

Semantically Informed Deep Reinforcement Learning for SHEV Energy Management

Number of pages: 14 Posted: 18 Jan 2026
Julin Hu, Hongwen He and Jingda Wu
Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 18 (1,481,165)

Abstract:

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Series Hybrid Electric Vehicle, Energy Management System, Deep Reinforcement Learning, Semantic Perception, Context-Embedded Control

12.

Investigation on the Oscillation Characteristics and Performance Prediction of a Linear Range Extender: An Analytical and Numerical Combined Method

Number of pages: 23 Posted: 10 May 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 16 (1,491,251)

Abstract:

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Linear range extender, Semi-analytical method, Vibration, Performance prediction, Dynamic characteristics, Rapid response model

13.

Experimental Study on Lean Combustion Optimization of Miller Cycle Direct Injection Gasoline Engine

Number of pages: 12 Posted: 22 Jan 2026
Lichao Chen and Hongwen He
Beijing Institute of Technology and Beijing Institute of Technology
Downloads 11 (1,541,665)

Abstract:

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Miller cycle, lean combustion, EGR, emission, combustion