韩洁｜天津理工大学｜学者主页

2026

基于人工神经网络的胺液过滤优化

王啸天，范峥，胡薇月，韩洁，张钧涵，赵晗蕾

《化学工程》

2026

Aspen HYSYS联合响应面法与BP-GA法协同优化BOG粗氦提取工艺

林洪南，范峥，刘雅雯，鲁康华，赵晗蕾，韩洁

《太原理工大学学报》

2026

面向节能降耗的氧化铝蒸发过程优化研究综述

方双，李勇刚，韩洁，阳春华，桂卫华

《化工学报》

2026

Traffic-aware Hierarchical Integrated Thermal and Energy Management for Connected HEVs

Jie Han, Arash Khalatbarisoltani, Hai L. Vu, Xiao-Song Hu, Jun Yang

arXiv.org

DOI

2026

Interaction-Aware Eco-Driving of Connected Hybrid Electric Vehicles Based on Safe Deep Reinforcement Learning: Speed Planning and Lane Changing

Jing Zeng, Jie Han, Arash Khalatbarisoltani, Hanghang Cui, Feng-Qi Zhang, Cong-Zhi Liu, Xiao-Song Hu

IEEE transactions on intelligent transportation systems (Print)

DOI

2026

Temperature-Aware Scheduling of LLM Inference in Large-Scale Geo-Distributed Edge Data Centers with Distributed Optimization

Arash Khalatbarisoltani, Amin Mahmoudi, Jie Han, Muhammad Saeed, Wenxue Liu, Jinwen Li, Solmaz Kahourzade, Amirmehdi Yazdani, Xiao-Song Hu

arXiv.org

DOI

2026

Driving Condition-Aware Multi-Agent Integrated Power and Thermal Management for Hybrid Electric Vehicles

Hang Cui, Arash Khalatbarisoltani, Jie Han, Wenxue Liu, Muhammad Saeed, Xiao-Song Hu

arXiv.org

DOI

2026

Leveraging Quantum Annealing for Large-Scale Household Energy Scheduling with Hydrogen Storage

Arash Khalatbarisoltani, Amin Mahmoudi, Jie Han, Muhammad Saeed, Wenxue Liu, Jinwen Li, Solmaz Kahourzade, Amirmehdi Yazdani, Xiao-Song Hu

arXiv.org

DOI

2025

基于无模型策略梯度强化学习的未知随机系统最优控制

杜城龙，韩洁，李繁飙，桂卫华

《自动化学报》

2025

Multi Objective Optimization Algorithm and Large-scale Data Model Analysis in Urban Power Grid Planning

Shiwei Kong, Jie Han, Yihang Qin, Zheng-Lin Zhang, Yue Chen

2025 Asia Conference on Energy Conversion Systems and Power Electronics (AECSPE)

DOI

2025

Privacy-preserving integrated thermal and energy management of multi connected hybrid electric vehicles with federated reinforcement learning

Arash Khalatbarisoltani, Jie Han, Muhammad Saeed, Cong-Zhi Liu, Xiao-Song Hu

Applied Energy

DOI

2024

Connected Hybrid Electric Vehicles with Policy-Sharing: A Combination of Deep Reinforcement Learning and Federated Learning

Arash Khalatbarisoltani, Jie Han

2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia)

DOI

2024

Health-Consciousness Integrated Thermal and Energy Management of Connected Hybrid Electric Vehicles Using Cooperative Multi-Agent Deep Reinforcement Learning

Arash Khalatbarisoltani, Jie Han, Wenxue Liu, Cong-Zhi Liu, Xiao-Song Hu

IEEE Transactions on Intelligent Vehicles

DOI

2024

Co-estimation of state-of-charge and capacity for series-connected battery packs based on multi-method fusion and field data

Wenxue Liu, Yunhong Che, Jie Han, Zhongwei Deng, Xiao-Song Hu, Ziyou Song

Journal of Power Sources

DOI

2024

Energy Management in Plug-In Hybrid Electric Vehicles: Preheating the Battery Packs in Low-Temperature Driving Scenarios

Jie Han, Arash Khalatbarisoltani, Ya-Lian Yang, Xiao-Song Hu

IEEE transactions on intelligent transportation systems (Print)

DOI

2023

Joint Optimization of Configuration, Component Sizing, and Energy Management for Input-Split Hybrid Powertrains

Jie Han, Xiao-Song Hu, Ya-Lian Yang, L. Grzesiak, Dongsuk Kum

IEEE Transactions on Vehicular Technology

DOI

2023

Speedy Hierarchical Eco-Planning for Connected Multi-Stack Fuel Cell Vehicles via Health-Conscious Decentralized Convex Optimization

Arash Khalatbarisoltani, Jie Han, Wenxue Liu, Xiao-Song Hu

SAE International Journal of Electrified Vehicles

DOI

2023

Health-conscious predictive energy management strategy with hybrid speed predictor for plug-in hybrid electric vehicles: Investigating the impact of battery electro-thermal-aging models

Jie Han, Wenxue Liu, Yu-Sheng Zheng, Arash Khalatbarisoltani, Ya-Lian Yang, Xiao-Song Hu

Applied Energy

DOI

2022

基于k-近邻互信息的前向式变量选择方法及在水质参数软测量中的应用

王威，阳春华，韩洁，李文婷，李勇刚

《系统工程理论与实践》，Vol. 42, No. 1

下载原文

2022

Predictive Energy Management for Dual Motor-Driven Electric Vehicles

Yapeng Li, Jie Han, Xiaolin Tang, Xiao-Song Hu

SAE technical paper series

DOI

2022

Hierarchical Eco-Driving Control of Connected Hybrid Electric Vehicles Based on Dynamic Traffic Flow Prediction

Jie Han, Xiao-Song Hu, Xian-Ke Lin

SAE technical paper series

DOI

2021

Powertrain Design and Control in Electrified Vehicles: A Critical Review

Xiao-Song Hu, Jie Han, Xiaolin Tang, Xian-Ke Lin

IEEE Transactions on Transportation Electrification

DOI

2021

Predictive energy management for plug-in hybrid electric vehicles considering electric motor thermal dynamics

Jie Han, H. Shu, Xiaolin Tang, Xian-Ke Lin, Chang-Peng Liu, Xiao-Song Hu

Energy Conversion and Management

DOI

韩洁

精选作品

期刊论文

基于人工神经网络的胺液过滤优化

Aspen HYSYS联合响应面法与BP-GA法协同优化BOG粗氦提取工艺

面向节能降耗的氧化铝蒸发过程优化研究综述

Traffic-aware Hierarchical Integrated Thermal and Energy Management for Connected HEVs

Interaction-Aware Eco-Driving of Connected Hybrid Electric Vehicles Based on Safe Deep Reinforcement Learning: Speed Planning and Lane Changing

Temperature-Aware Scheduling of LLM Inference in Large-Scale Geo-Distributed Edge Data Centers with Distributed Optimization

Driving Condition-Aware Multi-Agent Integrated Power and Thermal Management for Hybrid Electric Vehicles

Leveraging Quantum Annealing for Large-Scale Household Energy Scheduling with Hydrogen Storage

基于无模型策略梯度强化学习的未知随机系统最优控制

Multi Objective Optimization Algorithm and Large-scale Data Model Analysis in Urban Power Grid Planning

Privacy-preserving integrated thermal and energy management of multi connected hybrid electric vehicles with federated reinforcement learning

Connected Hybrid Electric Vehicles with Policy-Sharing: A Combination of Deep Reinforcement Learning and Federated Learning

Health-Consciousness Integrated Thermal and Energy Management of Connected Hybrid Electric Vehicles Using Cooperative Multi-Agent Deep Reinforcement Learning

Co-estimation of state-of-charge and capacity for series-connected battery packs based on multi-method fusion and field data

Energy Management in Plug-In Hybrid Electric Vehicles: Preheating the Battery Packs in Low-Temperature Driving Scenarios

Joint Optimization of Configuration, Component Sizing, and Energy Management for Input-Split Hybrid Powertrains

Speedy Hierarchical Eco-Planning for Connected Multi-Stack Fuel Cell Vehicles via Health-Conscious Decentralized Convex Optimization

Health-conscious predictive energy management strategy with hybrid speed predictor for plug-in hybrid electric vehicles: Investigating the impact of battery electro-thermal-aging models

基于k-近邻互信息的前向式变量选择方法及在水质参数软测量中的应用

Predictive Energy Management for Dual Motor-Driven Electric Vehicles

Hierarchical Eco-Driving Control of Connected Hybrid Electric Vehicles Based on Dynamic Traffic Flow Prediction

Powertrain Design and Control in Electrified Vehicles: A Critical Review

Predictive energy management for plug-in hybrid electric vehicles considering electric motor thermal dynamics

研究方向