海洋学院
通讯地址：梦溪校区海洋学院D408
个人邮箱：mao.rz1993@just.edu.cn
邮政编码：212003
办公地点：梦溪校区海洋学院D408
传真：
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、THMS、JPS、Energy、Ocean Engineering等高影响力期刊发表31篇论文，其中SCI论文21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，入选江苏省级人才1项，入选镇江市人才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。
Journals
[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, Accepted.（本科学生为论文第一作者）
[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, Accepted.（本科学生为论文第一作者）
[3] Runze Mao*, Yutong Qian, Kai Liu, Yuanjiang Li, Guoyuan Li, and Houxiang Zhang. A Comprehensive Survey of Battery Energy in Maritime Transportation: Trends, Challenges, and Future Perspectives. Ocean Engineering, Vol. 337, 121881, 2025.
[4] Runze Mao*, Yuanjiang Li, Guoyuan Li, Hans Petter Hildre, and Houxiang Zhang. A Systematic Survey of Digital Twin Applications: Transferring Knowledge from Automotive and Aviation to Maritime Industry. IEEE Transactions on Intelligent Transportation Systems, Vol. 26, No. 4, pp. 4240–4259, 2025.
[5] Runze Mao*, Weiqian Xu, Yutong Qian, Xiaorong Li, Yuanjiang Li, Guoyuan Li, and Houxiang Zhang. Understanding the Determinants of Electric Vehicle Range: A Multi-Dimensional Survey. Sustainability, Vol. 17, No. 10, Article 4259, 2025.
[6] Yuanjiang Li, Zhenyu Yang, Shuo Zhang, Runze Mao*, Linchang Ye, and Yun Liu. TCN-MBMAResNet: A Novel Fault Diagnosis Method for Small Marine Rolling Bearings Based on Time Convolutional Neural Network in Tandem with Multi-Branch Residual Network. Measurement Science and Technology, Vol. 36, No. 2, 026212, 2025.
[7] Zhenyu Yang, Runze Mao*, Linchang Ye, Yun Liu, Xiaoxi Hu, and Yuanjiang Li*. VSC-ACGAN: Bearing Fault Diagnosis Model Applied to Imbalanced Samples. Measurement Science and Technology, Vol. 36, No. 3, 036212, 2025.
[8] Yanzhao Wang, Chunyan Ji, Sheng Xu, and Runze Mao. Theoretical Study on the Wave Attenuation Performance of Floating Breakwater with a Rectangular Cross-Section. China Ocean Engineering, pp. 1–12, 2025.
[9] Yuanjiang Li, Lei Li, Runze Mao, Yi Zhang, Song Xu, and Jinglin Zhang*. Hybrid Data-Driven Approach for Predicting the Remaining Useful Life of Lithium-Ion Batteries. IEEE Transactions on Transportation Electrification, Vol. 10, No. 2, pp. 2789–2805, 2024.
[10] Yuanjiang Li, Ruiqi Wang, Runze Mao, Yi Zhang, Kai Zhu, Yuanjun Li, and Jinglin Zhang. 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, Vol. 10, No. 2, pp. 3870–3887, 2024.
[11] Yuanjiang Li, Ying Zhu, Yang Yu, Runze Mao, Linchang Ye, Yun Liu, Ruochen Liu, Tao Lang, and Jinglin Zhang*. DACA: A Domain Adaptive Fault Diagnosis Approach with Class-Aware Based on Cross-Domain Extreme Imbalance Data. Expert Systems with Applications, Vol. 256, 124944, 2024.
[12] Lei Li, Yuanjiang Li*, Runze Mao, Yueling Li, Weizhi Lu, and Jinglin Zhang. TPANet: A Novel Triple Parallel Attention Network Approach for Remaining Useful Life Prediction of Lithium-Ion Batteries. Energy, Vol. 309, 132890, 2024.
[13] Lei Li, Yuanjiang Li*, Runze Mao, Li Li, Wenbo Hua, and Jinglin Zhang. 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, Vol. 9, No. 3, pp. 4726–4740, 2023.
[14] Runze Mao*, Masashi Kishimoto, Shinichi Sugihara, Kennsei Kakuda, and Hiroshi Iwai. Grid-Shape Electrical Circuit Assembled with Resistance Temperature Detectors for Multipoint Temperature Measurement of Solid Oxide Fuel Cells. Journal of Power Sources, Vol. 530, 231293, 2022.
[15] Runze Mao*, Masashi Kishimoto, and Hiroshi Iwai. Multipoint Temperature Measurement Using Serially Connected Resistor-Capacitor Parallel Circuits by Impedance Spectroscopy. Sensors and Actuators A: Physical, Vol. 331, 113051, 2021.
[16] Runze Mao, Guoyuan Li*, Hans Petter Hildre, and Houxiang Zhang. A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations. IEEE Transactions on Human-Machine Systems, Vol. 51, No. 2, pp. 87–98, 2021.
[17] Guoyuan Li*, Runze Mao, Hans Petter Hildre, and Houxiang Zhang. Visual Attention Assessment for Expert-in-the-Loop Training in a Maritime Operation Simulator. IEEE Transactions on Industrial Informatics, Vol. 16, No. 1, pp. 522–531, 2020. (共同第一作者)
[18] Runze Mao, Guoyuan Li*, Hans Petter Hildre, and Houxiang Zhang. Analysis and Evaluation of Eye Behavior for Marine Operation Training—A Pilot Study. Journal of Eye Movement Research, Vol. 12, No. 3, 2019.
Books and book chapters
[1] Zhang Houxiang, Mao Runze, Major Pierre, Li Guoyuan, and Hans Petter Hildre. (2024). Digital Twins in the Maritime Industry. In: Digital Twins for Vessel Life Cycle Service. Springer, Singapore. https://doi.org/10.1007/978-981-97-4768-9_2.
Conference paper
[2] Yutong Qian, Runze Mao*, Yuanjiang Li, Guoyuan Li, and Houxiang Zhang. The Application of Eye-Tracking Technology in the Maritime Industry: A Brief Review. In Proceedings of the 2025 IEEE International Conference on Real-time Computing and Robotics (RCAR), Accepted, 2025. （本科学生为论文第一作者）
[3] Runze Mao*, Yuanjiang Li, Kai Liu, Junfeng Liu, Xiang Cheng, and Houxiang Zhang. A Comprehensive Analysis of LNG-Powered and Battery-Powered Ships in Current Maritime Operations. In Proceedings of the 2024 IEEE International Conference on Real-time Computing and Robotics (RCAR), pp. 74–79, IEEE, 2024.
[4] Runze Mao*, Yuanjiang Li, and Houxiang Zhang. Digital Twin-Based Research in the Maritime Industry: A Brief Survey. In Proceedings of IECON 2023 – The 49th Annual Conference of the IEEE Industrial Electronics Society, pp. 1–6, IEEE, 2023.
[5] Runze Mao*, Yuanjiang Li, and Houxiang Zhang. Simulation Method in Automotive, Aviation and Maritime Industries for Digital Twin: A Brief Survey. In Proceedings of the 2023 IEEE 18th Conference on Industrial Electronics and Applications (ICIEA), pp. 1442–1447, IEEE, 2023.
[6] Runze Mao*, Masashi Kishimoto, and Hiroshi Iwai. Multipoint Temperature Measurement Using a Grid-Shape Electrical Circuit Assembled with Resistance Temperature Detectors. Oral Presentation at the 58th National Heat Transfer Symposium of Japan, May 2021.
[7] Runze Mao*, Masashi Kishimoto, and Hiroshi Iwai. Artificial Neural Network Aided Multipoint Temperature Measurement Using a Grid-Shape Electric Circuit of Resistance Temperature Detectors. Oral Presentation at the 8th International Symposium on Advances in Computational Heat and Transfer (CHT-21), August 2021.
[8] Runze Mao*, Masashi Kishimoto, and Hiroshi Iwai. Artificial Neural Network Aided Multipoint Temperature Measurement Using a Grid-Shape Electric Circuit of Resistance Temperature Detectors. Oral Presentation at the 2nd Asian Conference on Thermal Sciences (ACTS), October 2021.
[9] Zhe Liu, Xiaojun Ma, Runze Mao, Xiaoyuan Ji, Shuheng Tao, and Chun Zhao. The Hydrodynamic Characteristics Research of Freak Waves Interaction with JIP Spar – Analysis of Wave Run-Up. In Proceedings of the ISOPE International Ocean and Polar Engineering Conference, Paper ISOPE-I-15-123, 2015.
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;
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
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.
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
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.
[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。
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
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.
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》
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