海洋学院

茅润泽

讲师

海洋学院

个人邮箱：

mao.rz1993@just.edu.cn

办公地点：

梦溪校区海洋学院D408

通讯地址：

梦溪校区海洋学院D408

邮政编码：

212003

传真：

您是第10 位访问者

个人简介

海洋学院讲师，电子信息专硕研究生导师。出生于1993年，主要研究方向为海洋结构物与电化学装置的故障诊断与寿命管理。已在IEEE TII、TITS、TMECH、JPS、Energy等高影响力期刊发表20余篇论文，其中SCI论文16篇。能熟练使用的语言包括中文、英语、日语、挪威语及韩语。

现主持国家级项目1项，入选省部级人才1项，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。

研究方向

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;

教育经历

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

课程教学

《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》

- 科研项目
  
  [1] 江苏科技大学海外引进项目，1202932208，基于多源数据融合的海上风电机剩余使用寿命预测方法研究，2023.05–2026.05，35万元，在研，主持。
- 专利成果
- 科研团队
- 获奖动态
  
  Ø2024年入选江苏省“双创博士”
  Ø2024年度江苏省冷链学会科学技术进步奖一等奖（排名第一）
  Ø2022年度江苏省冷链学会科学技术进步奖特等奖（排名第五）
  Ø获得江苏科技大学外国留学生教学观摩比赛三等
  Ø江苏科技大学第二届青年教师英文讲课比赛三等奖
  Ø国家奖学金2014.11
  Ø日本JASSO奖学金 2017.10
  Ø挪威科技大学奖学金 2017.10
  Ø挪威科技大学优秀硕士毕业论文 2018.12
  Ø日本JASSO奖学金 2021.01
  Ø京都大学大学院教育支援机构奖励研究員 2021–2022
- 论文著作
  
  期刊
  [1] Mao, R.*, Li, Y. J., Li, G. Y., Hildre, H. P., & Zhang, H. X. (2025). 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. https://doi.org/10.1109/TITS.2025.3535593 （中科院1区Top，第一作者及通讯作者，影响因子7.9）
  [2] Mao, R.*, Xu, W. Q., Qian, Y. T., Li, X. R., Li, Y. J., Li, G. Y., & Zhang, H. X. (2025). Understanding the Determinants of Electric Vehicle Range: A Multi-Dimensional Survey. Sustainability, 17(10), 4259. https://doi.org/10.3390/su17104259（中科院3区，第一作者及通讯作者，影响因子2.7）
  [3] Li, Y. J., Yang, Z. Y., Zhang, S., Mao, R.*, Ye, L. C., & Liu, Y. (2025). TCN-MBMAResNet: A novel fault diagnosis method for small marine rolling bearings. Measurement Science and Technology, 36(2), 026212. （中科院3区，通讯作者，影响因子2.7）
  [4] Yang, Z. Y., Mao, R. *, Ye, L. C., Liu, Y., Hu, X. X., & Li, Y. J. (2025). VSC-ACGAN: Bearing fault diagnosis model applied to imbalanced samples. Measurement Science and Technology, 36(3), 036212. （中科院3区，第一通讯作者，影响因子2.7）
  [5] Mao, R.*, Kishimoto, M., Sugihara, S., Kakuda, K., & Iwai, H. (2022). Grid-shape electrical circuit assembled with resistance temperature detectors for multipoint temperature measurement of solid oxide fuel cells. Journal of Power Sources, 530, 231293. （中科院2区Top，第一作者及通讯作者，影响因子9.2，引用数4）
  [6] Mao, R.*, Kishimoto, M., & Iwai, H. (2021). Multipoint temperature measurement using serially connected resistor-capacitor parallel circuits by impedance spectroscopy. Sensors and Actuators A: Physical, 331, 113051. （仪器类2区，第一作者及通讯作者，影响因子4.6，引用数5）
  [7] Mao, R., Li, G. Y.*, Hildre, H. P., & Zhang, H. X. (2021). A survey of eye tracking in automobile and aviation studies: Implications for eye-tracking studies in marine operations. IEEE Transactions on Human-Machine Systems, 51(2), 87–98. （中科院2区，第一作者，影响因子3.6，引用数30）
  [8] Li, G. Y.*, Mao, R., Hildre, H. P., & Zhang, H. X. (2020). Visual attention assessment for expert-in-the-loop training in a maritime operation simulator. IEEE Transactions on Industrial Informatics, 16(1), 522–531. （中科院1区Top，共同第一作者，影响因子12.3，引用数32）
  [9] Wang, Y. Z., Ji, C. Y., Xu, S., & Mao, R. (2025). Theoretical study on the wave attenuation performance of floating breakwater with a rectangular cross-section. China Ocean Engineering, 2025, 1–12. （中科院2区）
  [10] Li, Y. J., Li, L., Mao, R., Zhang, Y., Xu, S., & Zhang, J. L.* (2024). Hybrid data-driven approach for predicting the remaining useful life of lithium-ion batteries. IEEE Transactions on Transportation Electrification, 10(2), 2789–2805. （中科院1区Top，第三作者，影响因子7，引用数16）
  [11] Li, Y. J., Wang, R. Q., Mao, R., Zhang, Y., Zhu, K., Li, Y. J., & Zhang, J. L. (2024). A fault diagnosis method based on an improved deep Q-network for the inter-turn short circuits of a permanent magnet synchronous motor. IEEE Transactions on Transportation Electrification, 10(2), 3870–3887. （中科院1区Top，第三作者，影响因子7，引用数16）
  [12] Li, Y. J., Zhu, Y., Yu, Y., Mao, R., Ye, L. C., Liu, Y., Liu, R. C., Lang, T., & Zhang, J. L.* (2024). DACA: A domain adaptive fault diagnosis approach with class-aware based on cross-domain extreme imbalance data. Expert Systems with Applications, 256, 124944. （中科院1区Top，第四作者，影响因子7）
  [13] Li, L., Li, Y. J.*, Mao, R., Li, Y. L., Lu, W. Z., & Zhang, J. L. (2024). TPANet: A novel triple parallel attention network approach for remaining useful life prediction of lithium-ion batteries. Energy, 309, 132890. （中科院1区Top，第三作者，影响因子9）
  [14] Li, L., Li, Y. J.*, Mao, R., Li, L., Hua, W. B., & Zhang, J. L. (2023). Remaining useful life prediction for lithium-ion batteries with a hybrid model based on TCN-GRU-DNN and dual attention mechanism. IEEE Transactions on Transportation Electrification, 9(3), 4726–4740. （中科院1区Top，第三作者，影响因子7，引用数81）
  [15] Mao, R., Li, G. Y.*, Hildre, H. P., & Zhang, H. X. (2019). Analysis and evaluation of eye behavior for marine operation training – A pilot study. Journal of Eye Movement Research, 12(3). （第一作者，影响因子2.1，引用数17）
  [16] 刘珍, 茅润泽, 马小剑, 嵇春艳, 李晨鹏. (2015). 畸形波作用下JIP Spar平台波浪力分析. 海洋工程, 33(04), 19–27.
  
  专著
  [1] Zhang, H. X., Mao, R., Major, P., Li, G. Y., & Hildre, H. P. (2024). Digital twins in the maritime industry. In Digital Twins for Vessel Life Cycle Service (pp. XX–XX). Springer, Singapore. https://doi.org/10.1007/978-981-97-4768-9_2
  
  学术会议
  [1] Y. Qian, R. Mao, Y. Li, G. Li, and H. Zhang, The Application of Eye-Tracking Technology in the Maritime Industry: A Brief Review, in Proc. 2025 IEEE Int. Conf. Real-time Computing and Robotics (RCAR), 2025, accepted.（EI核心会议，学生第一作者）
  [2] Mao, R., Li, Y. J., Liu, K., Liu, J. F., Cheng, X., & Zhang, H. X. (2024). A comprehensive analysis of LNG-powered and battery-powered ships in current maritime operations. In 2024 IEEE International Conference on Real-time Computing and Robotics (RCAR) (pp. 74–79). IEEE. （EI核心会议，第一作者）
  [3] Mao, R., Li, Y. J., & Zhang, H. X. (2023). Digital twin-based research in the maritime industry: A brief survey. In IECON 2023 – 49th Annual Conference of the IEEE Industrial Electronics Society (pp. 1–6). IEEE. （EI核心会议，第一作者）
  [4] Mao, R., Li, Y. J., & Zhang, H. X. (2023). Simulation method in automotive, aviation and maritime industries for digital twin: A brief survey. In 2023 IEEE 18th Conference on Industrial Electronics and Applications (ICIEA) (pp. 1442–1447). IEEE. （EI核心会议，第一作者）
  [5] Mao, R., Kishimoto, M., & Iwai, H. (2021, May). Multipoint temperature measurement using a grid-shape electrical circuit assembled with resistance temperature detectors. Oral presentation at 58th National Heat Transfer Symposium of Japan.
  [6] Mao, R., Kishimoto, M., & Iwai, H. (2021, August). Artificial neural network aided multipoint temperature measurement using a grid-shape electric circuit of resistance temperature detectors. Oral presentation at 8th International Symposium on Advances in Computational Heat and Transfer (CHT-21).
  [7] Mao, R., Kishimoto, M., & Iwai, H. (2021, October). Artificial neural network aided multipoint temperature measurement using a grid-shape electric circuit of resistance temperature detectors. Oral presentation at 2nd Asian Conference on Thermal Sciences (ACTS).
  [8] Liu, Z., Ma, X. J., Mao, R., Ji, X., Tao, S. H., & Zhao, C. (2015). The hydrodynamic characteristics research of freak waves interaction with JIP Spar – Analysis of wave run-up. In ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-15-123.
- 教学随笔