水声工程、海洋技术与工程、电子信息专业研究生导师。出生于1993年，主要研究方向为海洋结构物与电化学装置的健康管理和海洋自动化。已在IEEE TII、T-ITS、TTE、THMS等高影响力期刊/会议发表论文40余篇，其中SCI论文31篇，一作/通讯22篇，H-index 12，代表性论文总引用610。能够熟练使用中文，英语，日语，挪威语和韩语。

主持国家级项目1项，入选江苏省级人才1项，入选镇江市人才1项，入选2025年江苏省科技副总，江苏科技大学海外人才引进启动项目1项，曾参与挪威与日本国家级项目课题若干。

期刊

2026

[1]Weiqian Xu, Runze Mao*, Peihua Han*, Ning Yuan, Yuanjiang Li, Yuting Guo, and Houxiang Zhang. Graph Neural Network Modeling of Lithium-Ion Battery Capacity with Physics-Guided Features. Journal of Energy Storage, 2026, Accepted. 

[2] Xinyan Wang, Runze Mao*, Peihua Han, Ning Yuan, Yuanjiang Li, Yuting Guo, Shen, Yin, and Houxiang Zhang*. A Systematic Review of Fault Diagnosis Methods for Offshore Wind Turbines: Approaches, Features, and Emerging Directions. Ocean Engineering, 2026, 353, 124775. 

[3] Jinyan Xu, Runze Mao*, Mingda Zhu*, Guoyuan Li and Houxiang Zhang. A Systematic Review of Smart Ports in Global Maritime Trade: Multi-dimensional Evaluation Framework and Development Trend Analysis.Journal of Marine Engineering & Technology, 2026, Early Accessed. 

[4] Runze Mao*, Peihua Han, Weiqian Xu, Ning Yuan, and Houxiang Zhang. Lithium-Ion Battery Remaining Useful Life Prediction Using Bayesian Filters with Neural Network Pseudo Observations. Journal of Energy Storage, 2026, 146, 120179. 

[5] Tongtong Wang, Runze Mao, Guoyuan Li, Jin-Hua She, Houxiang Zhang*. Physics and Data Cooperative Modeling in Transportation Cyber-Physical System: Review and Perspectives. IEEE Transactions on Industrial Informatics, 2026, Early Accessed.

2025

[1] Weiqian Xu, Runze Mao*, Peihua Han, Ning Yuan, Yuanjiang Li, Yuting Guo, Houxiang Zhang. A Comprehensive Review of Lithium-Ion Battery Remaining Useful Life Prediction: Methodologies, Datasets, Performance Metrics, and Future Perspectives. Measurement Science and Technology, 2025, 36(8), 082001. 

[2] Ning Yuan, Runze Mao*, Peihua Han*, Weiqian Xu, Yuanjiang Li, Yuting Guo, Houxiang Zhang. A Dual-Exponential EKF Model for Lithium-Ion Battery RUL Prediction with Bayesian Optimization. Measurement Science and Technology, 2025, 36(9), 096204. 

[3] Runze Mao*, Yuanjiang Li, Guoyuan Li, Hans Petter Hildre, Houxiang Zhang. A Systematic Survey of Digital Twin Applications: Transferring Knowledge from Automotive and Aviation to Maritime Industry. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(4), 4240–4259. 

海洋结构物与电化学装置的故障预测和健康管理

1)新能源船舶中的数字孪生;

2)海洋海事领域中的人因工程学;

3)固体氧化物燃料电池和锂电池等电化学装置的热管理；

4)固体氧化物燃料电池和锂电池等电化学装置的使用寿命预估；

1) Digital Twins in new energy ships;

2) Human factors engineering in the marine maritime industry;

3) Thermal management of electrochemical devices such as solid oxide fuel cells and lithium batteries;

4) Lifetime prediction of electrochemical devices such as solid oxide fuel cells and lithium batteries;

2011.09-2015.06        江苏科技大学船舶与海洋学院学士

2016.08-2019.03  挪威科技大学船舶与海洋学科硕士

2019.04-2022.09        京都大学机械理工学博士

2022.11-至今    江苏科技大学海洋学院 讲师

2011.09-2015.06 BEng, School of Naval Architecture and Ocean Engineering, Jiangsu University of Science and Technology (JUST)

2016.08-2019.03 M.Sc., Ship design, Norwegian University of Science and Technology (NTNU)

2019.04-2022.09 Ph.D. in Mechanical Science and Engineering, Kyoto University

2022.11-Lecturer, Ocean college, Jiangsu University of Science and Technology

《生产实习》、

《工程伦理》、

《专业写作与表达》、

《机器学习基础》、

《机器学习实践》