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

Spatio-Temporal PINN Framework for Accurate Hydrogen Leakage Diffusion Evolution

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

IEEE Transactions on Industrial Informatics [JCR-Q1, TOP, IF=9.9] 2026, Under Review

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)

Energy [JCR-Q1, TOP, IF=9.0] 2026, Under Review

Distributed Robust Non-Cooperative Game Planning for Renewable Power-to-Hydrogen Pipeline Transport System

Guangyao FAN, Zhen SUN, Hui ZHANG, Quanjun ZHANG, Jianjing LI, Xing Dong, Fan LI, Bo SUN^#, Fengwen PAN (^# corresponding author)

IEEE Transactions on Sustainable Energy 2026, Under Review, IF=10

A Coordinated Optimization Framework for Hydrogen Leakage Concentration Field Reconstruction and Sensor Deployment

Lizhi ZHANG, Hui ZHANG^#, Haotian XU, Wei PENG, Shuai LIU (^# corresponding author)

IEEE Transactions on Industrial Cyber-Physical Systems 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^#, Qinglai WEI (^# corresponding author)

IEEE/CAA Journal of Automatica Sinica [JCR-Q1, TOP, IF=19.2] 2026, Under Review

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An Interpretable Fault Diagnosis Method for Hydrogen-Related Equipment in Hydrogen Refueling Stations via TSK Fuzzy System

Bing ZHOU, Hui ZHANG, Haoyu MING, Fan XIAO, Cui CONG, Bo SUN^# (^# corresponding author)

IEEE Sensor Journal [JCR Q2, IF=4.5] 2026, Accepted

HySafe Pilot: trustworthy hydrogen safety accident reasoning and risk mitigation using large language models

Hui ZHANG, Wei PENG, Bo SUN^# (^# corresponding author)

Nature Computational Science [JCR Q1, TOP, IF=18.3] 2026, Waiting for Submission

An optimized layout method for hydrogen sensors based on three-dimensional reconstruction technology

Hui ZHANG, Jiayin FANG, Haoyu MING, Bo SUN^# (^# corresponding author)

International Journal of Hydrogen Energy [JCR Q2, IF=8.3] 2026, Waiting for Submission

Fault Diagnosis of Hydrogen Fuel Cells for Edge Computing Based on Structured Pruned DSC-Transformer

Zhaowen WANG, Hui ZHANG, Haoyu MING, Jiayin FANG, Li FAN^#, Bo SUN (^# corresponding author)

IEEE Transactions on Instrumentation and Measurement [JCR Q2, IF=5.9] 2026, Under Review

A transfer learning modeling framework fusing domain knowledge and its application in district heating network

Liang ZHANG, Hui ZHANG, Bo SUN^#, JIng CHEN (^# corresponding author)

International Conference on Energy, Electrical and Power Engineering, Nanjing China, CEEPE 2026 2026, Accepted

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Collaborative optimal scheduling of integrated energy systems considering P2G and multiple types of energy storage

Lizhi ZHANG, Hui ZHANG, Zhen ZHANG, Fan LI^# (^# corresponding author)

Acta Energiae Solaris Sinica [Core of Chinese language, indexed by EI] 2026, Accepted

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

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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

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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

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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]