Jiankun Peng - Publications, H-index & Citations

彭

彭剑坤 (Jiankun Peng)

Southeast University

32H指数

122论文数

5.3K被引数

收录论文 56

发表时间

MGCDNet: A Multi-Task Gradient Covariance Decomposition Network for Panoptic Driving Perception MGCDNet：一种用于全景驾驶感知的多任务梯度协方差分解网络

IEEE Transactions on Intelligent Transportation Systems

IF8.4

2026-09-07

PREAI

Di Wu; Jiankun Peng; Shen Li; Shuangzhi Yu; Chunye Ma

Integrated Thermal and Energy Management of Distributed Drive Electric Vehicles Using Multiagent Deep Reinforcement Learning With Random Network Distillation 基于随机网络蒸馏的多智能体深度强化学习在分布式驱动电动汽车集成热与能量管理中的应用

IEEE Transactions on Transportation Electrification

IF8.3

2026-04-14

PREAI

Changcheng Wu; Jiankun Peng; Dawei Pi; Xin Guo; Yongqiang Jia; Guanghui Cao; Yi Fan

Dual Attention Reinforcement Learning-Based Thermal Management Strategy for Battery Electric Vehicles With Thermal Comfort Perception 基于双注意力强化学习的电池电动汽车热管理策略与热舒适感知

IEEE Transactions on Transportation Electrification

IF8.3

2026-02-17

PREAI

Jiankun Peng; Fangshu Fu; Yongqiang Jia; Changcheng Wu; Guanghui Cao; Hailong Zhang

Regenerative Braking Control Strategy for Distributed Four-Wheel-Drive Electric Vehicles Based on Prioritized Experience Replay TD3 Algorithm 基于优先经验回放TD3算法的分布式四轮驱动电动汽车再生制动控制策略

IEEE Transactions on Transportation Electrification

IF8.3

2026-01-20

PREAI

Jiankun Peng; Yuxuan Huang; Dawei Pi; Hongliang Wang; Changcheng Wu; Binghao Yu; Xin Guo

Eco-driving framework for hybrid electric vehicles in multi-lane scenarios by using deep reinforcement learning methods 基于深度强化学习方法的混合动力电动汽车在多车道场景下的节能驾驶框架

Green Energy and Intelligent Transportation

IF16.4

2025-12-01

OAAI

Chen, Weiqi; Peng, Jiankun; Ma, Yuhan; He, Hongwen; Ren, Tinghui; Wang, Chunhai

Feature-Level Vehicle-Infrastructure Cooperative Perception with Adaptive Fusion for 3D Object Detection 基于自适应融合的特征级车-基础设施协同感知用于3D目标检测

Smart Cities 2025, Vol. 8, Page 171

IF0

2025-10-14

OAAI

Shuangzhi Yu; Jiankun Peng; Shaojie Wang; Di Wu; Chunye Ma

Health-Conscious Integrated Thermal Management Strategy Using Hybrid Attention Deep Reinforcement Learning for Battery Electric Vehicles 面向电池电动汽车的健康意识集成热管理策略：基于混合注意力深度强化学习

IEEE Transactions on Power Electronics

IF6.5

2025-10-01

PREAI

Changcheng Wu; Jiankun Peng; Dawei Pi; Xin Guo; Hailong Zhang; Zexing Wang; Yunpeng Li

Battery health-considered energy management strategy for a dual-motor two-speed battery electric vehicle based on a hybrid soft actor-critic algorithm with memory function

APPLIED ENERGY

IF11

2024-12-01

PREAI

Wu, Changcheng; Peng, Jiankun; Chen, Jun; He, Hongwen; Pi, Dawei; Wang, Zhongwei; Ma, Chunye

Modeling lane changes using parallel learning

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2024-10-01

PREAI

Han, Yu; Li, Yan; Yu, Shixuan; Peng, Jiankun; Bai, Lu; Liu, Pan

Multiple Electric Components Health-Aware Eco-Driving Strategy for Fuel Cell Hybrid Electric Vehicle Based on Soft Actor-Critic Algorithm 基于软Actor-crtic算法的燃料电池混合动力汽车多电气部件健康感知生态驾驶策略

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-09-01

PREAI

Peng, Jiankun; Zhou, Jiaxuan; Chen, Jun; Pi, Dawei; Wu, Jingda; Wang, Hongliang; Ding, Fan

Integrated Velocity Optimization and Energy Management Strategy for Hybrid Electric Vehicle Platoon: A Multiagent Reinforcement Learning Approach 混合动力汽车队列的集成速度优化和能量管理策略: 一种多主体强化学习方法

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-06-01

PREAI

Zhang, Hailong; Peng, Jiankun; Dong, Hanxuan; Ding, Fan; Tan, Huachun

A hybrid method for intercity transport mode identification based on mobility features and sequential relations mined from cellular signaling data

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2024-05-13

OAAI

Ding, Fan; Zhang, Yongyi; Peng, Jiankun; Ge, Yuming; Qu, Tao; Tao, Xingyuan; Chen, Jun

Efficient training for energy management in fuel cell hybrid electric vehicles: An imitation learning-embedded deep reinforcement learning framework 燃料电池混合动力汽车能量管理的高效训练: 一种模仿学习嵌入式深度强化学习框架

JOURNAL OF CLEANER PRODUCTION

IF10

2024-04-01

PREAI

Peng, Jiankun; Ren, Tinghui; Chen, Zhijun; Chen, Weiqi; Wu, Changcheng; Ma, Chunye

Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforcement Learning 基于异构多智能体深度强化学习的混合动力汽车生态驱动框架

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-03-01

PREAI

Peng, Jiankun; Chen, Weiqi; Fan, Yi; He, Hongwen; Wei, Zhongbao; Ma, Chunye

A traffic state prediction method based on spatial-temporal data mining of floating car data by using autoformer architecture 基于autoform架构的浮动车时空数据挖掘的交通状态预测方法

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2024-02-28

OAAI

Yu, Shuangzhi; Peng, Jiankun; Ge, Yuming; Yu, Xinlian; Ding, Fan; Li, Shen; Ma, Charlie

Research on energy-saving driving control of hydrogen fuel bus based on deep reinforcement learning in freeway ramp weaving area

ENERGY

IF9.4

2023-12-01

PREAI

Peng, Jiankun; Shen, Yang; Wu, Changcheng; Wang, Chunhai; Yi, Fengyan; Ma, Chunye

A comparative study of deep reinforcement learning based energy management strategy for hybrid electric vehicle 基于深度强化学习的混合动力汽车能量管理策略比较研究

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2023-10-01

PREAI

Wang, Zexing; He, Hongwen; Peng, Jiankun; Chen, Weiqi; Wu, Changcheng; Fan, Yi; Zhou, Jiaxuan

Collaborative Optimization of Energy Management Strategy and Adaptive Cruise Control Based on Deep Reinforcement Learning 基于深度强化学习的能量管理策略与自适应巡航控制协同优化

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2023-03-01

PREAI

Peng, Jiankun; Fan, Yi; Yin, Guodong; Jiang, Ruhai

Hierarchical reinforcement learning based energy management strategy of plug-in hybrid electric vehicle for ecological car-following process 基于分层强化学习的插电式混合动力汽车生态跟车能量管理策略

APPLIED ENERGY

IF11

2023-03-01

PREAI

Zhang, Hailong; Peng, Jiankun; Dong, Hanxuan; Tan, Huachun; Ding, Fan

An Integrated Model for Autonomous Speed and Lane Change Decision-Making Based on Deep Reinforcement Learning 基于深度强化学习的自主速度换道决策集成模型

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-11-01

PREAI

Peng, Jiankun; Zhang, Siyu; Zhou, Yang; Li, Zhibin

研究方向