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R

Ruchen Huang

beijing institute of technology

14H-index
49Paper Count
795Citation Count
Published Papers 24
Publication Date
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Prediction-informed distributional deep reinforcement learning for energy management of fuel cell tracked vehicles: A hybrid control framework
errApplied Energy
IF11
err2026-07-29
err0
PREAI
errQicong Su; Ruchen Huang; Yiwen Shou; Xuyang Zhao; Hongwen He
errShare
errSave
UpdatingEMS: An online updating framework for deep reinforcement learning-based energy management of fuel cell hybrid electric bus with integrated transfer learning
errApplied Energy
IF11
err2025-10-17
err0
PREAI
errRuchen Huang; Hongwen He
errShare
errSave
Cross-scale modeling-driven multi-state estimation framework for lithium-ion batteries with integrated distributed thermal sensing
errEnergy
IF9.4
err2025-09-02
err0
PREAI
errXuyang Zhao; Hongwen He; Zhongbao Wei; Ruchen Huang; Hongwei Yue; Xuncheng Guo
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errSave
Uncertainty-Aware Deep Reinforcement Learning for Trainable Equivalent Consumption Minimization Strategy of Fuel Cell Hybrid Electric Tracked Vehicle
errIEEE Transactions on Transportation Electrification
IF8.3
err2025-08-01
err0
PREAI
errQicong Su; Ruchen Huang; Zhendong Zhang; Yiwen Shou; Hongwen He
errShare
errSave
Imitation Learning-Based Efficient Energy Management for Fuel Cell Electric Vehicles Using Data Aggregation
errIEEE Transactions on Transportation Electrification
IF8.3
err2025-08-01
err0
PREAI
errZegong Niu; Ruchen Huang; Zheng Zhou; Hongwen He
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errSave
Embedded fiber sensing-enabled multi state joint observation of smart lithium-ion battery based on distributed thermal modeling
errJOURNAL OF ENERGY STORAGE
IF9.8
err2025-05-01
err1
PREAI
errZhao, Xuyang; He, Hongwen; Wei, Zhongbao; Huang, Ruchen; Yue, Hongwei; Guo, Xuncheng
errShare
errSave
Type- and task-crossing energy management for fuel cell vehicles with longevity consideration: A heterogeneous deep transfer reinforcement learning framework
errAPPLIED ENERGY
IF11
err2025-01-01
err0
PREAI
errHuang, Ruchen; He, Hongwen; Su, Qicong; Haertl, Martin; Jaensch, Malte
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errSave
Muti-physics cosonstrained PEV charging management for solar PV penetrated energy-transportation Nexus: A novel DRL-based approach combining a cyber-physical system
errJOURNAL OF ENERGY STORAGE
IF9.8
err2025-01-01
err0
PREAI
errZhao, Xuyang; He, Hongwen; Li, Jianwei; Wei, Zhongbao; Huang, Ruchen; Yue, Hongwei
errShare
errSave
An intelligent full-knowledge transferable collaborative eco-driving framework based on improved soft actor-critic algorithm
errAPPLIED ENERGY
IF11
err2024-12-01
err3
PREAI
errHuang, Ruchen; He, Hongwen; Su, Qicong
errShare
errSave
Smart energy management for hybrid electric bus via improved soft actor-critic algorithm in a heuristic learning framework
errENERGY
IF9.4
err2024-11-01
err1
PREAI
errHuang, Ruchen; He, Hongwen; Su, Qicong
errShare
errSave
Enabling cross-type full-knowledge transferable energy management for hybrid electric vehicles via deep transfer reinforcement learning
errENERGY
IF9.4
err2024-10-01
err3
PREAI
errHuang, Ruchen; He, Hongwen; Su, Qicong; Haertl, Martin; Jaensch, Malte
errShare
errSave
Towards a fossil-free urban transport system: An intelligent cross-type transferable energy management framework based on deep transfer reinforcement learning
errAPPLIED ENERGY
IF11
err2024-06-01
err8
PREAI
errHuang, Ruchen; He, Hongwen; Su, Qicong
errShare
errSave
Heterogeneous multi-agent deep reinforcement learning for eco-driving of hybrid electric tracked vehicles: A heuristic training framework
errJOURNAL OF POWER SOURCES
IF7.9
err2024-05-01
err4
PREAI
errSu, Qicong; Huang, Ruchen; He, Hongwen
errShare
errSave
Enabling intelligent transferable energy management of series hybrid electric tracked vehicle across motion dimensions via soft actor-critic algorithm
errENERGY
IF9.4
err2024-05-01
err2
PREAI
errHe, Hongwen; Su, Qicong; Huang, Ruchen; Niu, Zegong
errShare
errSave
A novel data-driven energy management strategy for fuel cell hybrid electric bus based on improved twin delayed deep deterministic policy gradient algorithm
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-01-01
err14
PREAI
errHuang, Ruchen; He, Hongwen
errShare
errSave
Energy management optimization for connected hybrid electric vehicle using offline reinforcement learning
errJOURNAL OF ENERGY STORAGE
IF9.8
err2023-11-01
err12
PREAI
errHe, Hongwen; Niu, Zegong; Wang, Yong; Huang, Ruchen; Shou, Yiwen
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errSave
Intelligent Energy Management for Fuel Cell Bus Based on Enhanced Soft Actor-Critic Algorithm
err2023 IEEE VEHICLE POWER AND PROPULSION CONFERENCE, VPPC
IF0
err2023-10-24
err0
PREAI
errHuang, Ruchen; Niu, Zegong; Su, Qicong; He, Hongwen; Zhou, Zheng; Zhou, Zhiqiang
errShare
errSave
Training-efficient and cost-optimal energy management for fuel cell hybrid electric bus based on a novel distributed deep reinforcement learning framework
errAPPLIED ENERGY
IF11
err2023-09-01
err22
PREAI
errHuang, Ruchen; He, Hongwen; Gao, Miaojue
errShare
errSave
From Grayscale Image to Battery Aging Awareness-A New Battery Capacity Estimation Model With Computer Vision Approach
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-08-01
err5
PREAI
errZhao, Xuyang; He, Hongwen; Li, Jianwei; Wei, Zhongbao; Huang, Ruchen; Shi, Man
errShare
errSave
Longevity-aware energy management for fuel cell hybrid electric bus based on a novel proximal policy optimization deep reinforcement learning framework
errJOURNAL OF POWER SOURCES
IF7.9
err2023-03-01
err44
PREAI
errHuang, Ruchen; He, Hongwen; Zhao, Xuyang; Gao, Miaojue
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
H
Hongwen He
H-index: 80 · Papers: 438
魏
魏中宝 (Zhongbao Wei)
H-index: 65 · Papers: 267
J
Jianwei Li
H-index: 44 · Papers: 314
Z
Zhendong Zhang
H-index: 40 · Papers: 413
王
王勇 (Yong Wang)
H-index: 21 · Papers: 86
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