Hydrogen Perception System Design: Optimize the Deployment Scheme of Multi-source Heterogeneous Hydrogen Sensors via Reinforcement Learning

Hui ZHANG, Jiaxin ZHANG, Haoyu MING, Bing ZHOU, Guangyao FAN, Lizhi ZHANG, Wei PENG, Xuefang LI^#, Bo SUN^# (^# corresponding author)

IEEE Transactions on Neural Networks and Learning Systems [JCR-Q1, TOP, IF=8.9] 2026, Under Review

Physics-Informed Neural Networks for Accurate and Stable Spatiotemporal Evolution of Hydrogen Leakage Diffusion

Hui ZHANG, Jiaxin ZHANG, Guangyao FAN, Xuefang LI, Bo SUN^# (^# corresponding author)

IEEE Transactions on Industrial Electronics [JCR-Q1, TOP, IF=7.2] 2026, Waiting for Submission

Feasibility evaluation of hydrogen energy in China based on a complete industrial chain economic model

Guangyao FAN, Xiaoming XIN, Tianyu ZHAO, Hui ZHANG, Haoyu MING, Fan Li, Junhui Men, Wenmiao CHEN, Bo SUN^#, Fengwen PAN^# (^# corresponding author)

Nature Communications [JCR-Q1, TOP, IF=15.7] 2026, Under Review

Mini–Batch Adaptive Optimization Algorithm Based on Forward Automatic Differentiation for Designing Efficient TSK Fuzzy Systems

Hui ZHANG, Wei PENG, Guangyao FAN, Bo SUN, Chengdong LI^#, Dongbin ZHAO (^# corresponding author)

IEEE Transactions on Fuzzy Systems [JCR-Q1, TOP, IF=11.9] 2026, Under Review

[code]

A Method for Hydrogen Leakage Traceability Based on ResNet

Xiaopeng WANG, Hui ZHANG, Xuefang LI, Bo SUN^# (^# corresponding author)

the Smart Grid, Electrical Automation and Energy Internet International Conference, Dalian, China 2025, Accepted

Cooperative Optimal Scheduling of Integrated Energy System with P2G and Seasonal Hydrogen Storage

Lizhi ZHANG, Hui ZHANG, Wei PENG^# (^# corresponding author)

International Conference on Mechatronics, Robotics, and Artificial Intelligence, Jinan, China 2025, Accepted

[Paper] [pdf]

Economic and environmental competitiveness of multiple hydrogen production pathways in China

Guangyao Fan, Hui ZHANG, Fengwen PAN, Bo SUN^# (^# corresponding author)

Nature Communications [JCR-Q1, TOP, IF=15.7] 2025, Published

[Paper] [pdf]

Collaborative planning for power and hydrogen networks considering hydrogen pipeline slow dynamic and pipe storage characteristics

Guangyao FAN, Wenchuan ZHANG, Haozeng BIE, Xing DONG, Ruicheng HE, Hui ZHANG, Fan LI, Bo SUN^#, Fengwen PAN (^# corresponding author)

International Journal of Hydrogen Energy [JCR-Q1, IF=8.1] 2025, Published

[Paper] [pdf]

Interactive Integrated Design Framework for Optimizing the Structure, Capacity, and Operation of Multienergy Systems via Reinforcement Learning

Hui ZHANG, Lizhi ZHANG, Haozeng BIE, Zhiwei XU, Guangyao Fan, Bin JIA, Bo SUN^# (^# corresponding author)

IEEE Transactions on Industrial Informatics [JCR-Q1, TOP, IF=9.9] 2025, Published

[Paper] [pdf]

SCLF: Self–Contrastive Learning Framework for Hydrogen Leakage Traceability

Hui ZHANG, Guangyao FAN, Jiaxin ZHANG, Lizhi ZHANG, Xuefang LI, Bo SUN^# (^# corresponding author)

IEEE Transactions on Instrumentation and Measurement [JCR-Q1, TOP, IF=5.9] 2025, Published

[Paper] [pdf]

A novel state of health estimation method for lithium-ion battery based on forward-broad learning system

Haoyu MING, Dong LU, Hui ZHANG, Guangfeng WANG, Dongyu LIU, Naxin CUI^# (^# corresponding author)

Journal of Energy Storage [JCR-Q1, IF=9.8] 2024, Published

[Paper] [pdf]