2012-2017 清华大学机械工程 博士
2015-2016 法国CNRS Institut Pprime 访问学生
2008-2012 西北工业大学飞行器制造工程 学士

2021至今 BETVLCTOR伟德在线登录平台 副教授
2018-2020 英国Imperial College London机械工程系 博士后
2017-2021 BETVLCTOR伟德在线登录平台 博士后

实验自动化与智能化
【底层技术多学科交叉】测试（机器人、微流控）、传感（摩擦电、超材料、柔性电子）、分析（深度学习、迁移学习、强化学习、宏/介观仿真）
【工程应用多医工交叉】生物制造、机电设备运维、增材制造
【科学问题多界面力学】固体（接触、摩擦、声发射）、流体（润湿、润滑、密封）、动力学（振动）、生物（粘附）

欢迎毕业生加盟, 从事硕士、博士和博士后研究
学科背景为机械工程、力学、仪器科学与技术等
团队风格为【高效】【愉快】【open】, 鼓励学科交叉, 鼓励访学交流, 鼓励提前毕业

在读博士研究生、硕士研究生共17人

邓银军 2024硕博
王子芃 2024直博（校荣誉计划）
张现桐 2023直博
谢天 2023硕士
张蓓佳 2023硕博 一作Nano Energy SCI期刊论文1篇
陈学坤 2023硕士
许又中 2022硕士 一作IEEE PHM会议论文1篇
曹睿 2022硕博 一作Nano Energy SCI期刊论文1篇
李浩然 2022硕博 一作Advanced Functional Materials等SCI期刊论文2篇、一作IOP SCI期刊年度最佳论文
卢文辉 2022直博 一作Nano Energy SCI期刊论文1篇
丁玺佳 2021硕博 一作Nano Energy SCI期刊论文1篇、学生一作Elsevier英文专著1章
韩天宇 2020普博 一作Nano Energy等SCI期刊论文2篇

郭保潞 2023硕士（宁夏大学）
汤铠铭 2023硕士（宁夏大学）
闫波 2022硕士（宁夏大学）
杨帅 2022硕士（宁夏大学）
陈万钧 2022普博（广州国家实验室）

主持纵向
2024-2026 国家实验室专项（国家重点研发计划）课题
2023-2026 国家自然科学基金面上项目
2023-2026 上海市自然科学基金面上项目
2021-2023 国家自然科学基金青年科学基金项目
2021-2022 中国科学技术协会青年人才托举工程项目
2021-2022 机械系统与振动全国重点实验室重点课题
2020-2021 中国博士后科学基金特别资助
2018-2021 中国博士后科学基金面上资助

参与或承担纵向
2023-2027 国家自然科学基金重点项目（彭志科）
2023-2026 国家重点研发计划课题（史熙）
2023-2024 校深蓝计划基金重点项目（马少鹏）
2020-2024 国家自然科学基金重点项目（刘成良）
2017-2021 国家自然科学基金重点项目（彭志科）
2017-2020 国家重点研发计划课题（史熙）
2016-2019 国家自然科学基金面上项目（史熙）
2015-2018 国家科技支撑计划课题（黄伟峰）
2014-2016 国家科技重大专项（王玉明）
2012-2016 国家重点基础研究发展计划课题（刘向锋）

发表SCI期刊论文47篇, 第一作者33篇, 通讯作者9篇, Science Advances1篇, 封面2篇, IOP期刊年度最佳论文奖1篇, Springer期刊学术交流奖1篇, Wiley期刊年度高下载量作者奖1篇
撰写Elsevier传感英文专著1章
申请国家发明专利13项

代表性著作
Songtao Hu,# Xiaobao Cao,# Tom Reddyhoff, Debashis Puhan, Sorin-Cristian Vladescu, Jing Wang, Xi Shi,* Zhike Peng,* Andrew J. deMello, Daniele Dini. Liquid repellency enhancement through flexible microstructures. Science Advances, 2020, 6: eaba9721.
Songtao Hu,#* Haoran Li,# Wenhui Lu, Tianyu Han, Youzhong Xu, Xi Shi, Zhike Peng, Xiaobao Cao.* Triboelectric insoles with normal-shear plantar stress perception. Advanced Functional Materials, 2024, 34, 2313458.
Songtao Hu,#* Wenhui Lu,# Haoran Li, Xi Shi, Zhike Peng, Xiaobao Cao. Model-driven triboelectric sensors for multidimensional tactile perception. Nano Energy, 2023, 114, 108658.
Songtao Hu,#* Rui Cao,# Tianyu Han, Youzhong Xu, Zhike Peng, Xiaobao Cao,* Xi Shi.* Triboelectrically self-sensing mechanical metamaterials for smart mechanical equipment. Nano Energy, 2024, 126, 109686.
Songtao Hu,# Tianyu Han,# Youchao Qi, Chi Zhang,* Xi Shi,* Zhike Peng. Misalignment fault identification of a multi-span rotor system enabled by triboelectric nanogenerators. Nano Energy, 2023, 109, 108308.
Songtao Hu,#* Xijia Ding,# Beibei Fan, Chi Zhang,* Bo Zhang, Xi Shi, Zhike Peng. Position sensing of jetting droplets enabled by triboelectric nanogenerators. Nano Energy, 2023, 109, 108289.
Songtao Hu,#* Beijia Zhang,# Tianyu Han, Youzhong Xu, Sheng Bi, Xi Shi, Zhike Peng, Xiaobao Cao.* Triboelectrically self-sensing respiratory ventilator masks for monitoring, diagnosis, therapy, and human-machine interaction. Nano Energy, 2024, 124, 109516.

期刊论文
Songtao Hu,#* Haoran Li,# Wenhui Lu, Tianyu Han, Youzhong Xu, Xi Shi, Zhike Peng, Xiaobao Cao.* Triboelectric insoles with normal-shear plantar stress perception. Advanced Functional Materials, 2024, 34, 2313458.
Songtao Hu,#* Rui Cao,# Tianyu Han, Youzhong Xu, Zhike Peng, Xiaobao Cao,* Xi Shi.* Triboelectrically self-sensing mechanical metamaterials for smart mechanical equipment. Nano Energy, 2024, 126, 109686.
Songtao Hu,#* Beijia Zhang,# Tianyu Han, Youzhong Xu, Sheng Bi, Xi Shi, Zhike Peng, Xiaobao Cao.* Triboelectrically self-sensing respiratory ventilator masks for monitoring, diagnosis, therapy, and human-machine interaction. Nano Energy, 2024, 124, 109516.
Yunting Han, Xiaolong Ma, Gang Zhang, Songtao Hu,* Xi Shi.* Numerical investigation of rope-core elasticity effects on rope-sheave traction. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2024, 46, 90.
Songtao Hu,#* Wenhui Lu,# Haoran Li, Xi Shi, Zhike Peng, Xiaobao Cao. Model-driven triboelectric sensors for multidimensional tactile perception. Nano Energy, 2023, 114, 108658.
Songtao Hu,# Tianyu Han,# Youchao Qi, Chi Zhang,* Xi Shi,* Zhike Peng. Misalignment fault identification of a multi-span rotor system enabled by triboelectric nanogenerators. Nano Energy, 2023, 109, 108308.
Songtao Hu,#* Xijia Ding,# Beibei Fan, Chi Zhang,* Bo Zhang, Xi Shi, Zhike Peng. Position sensing of jetting droplets enabled by triboelectric nanogenerators. Nano Energy, 2023, 109, 108289.
Songtao Hu, Weifeng Huang, Jinbang Li, Tom Reddyhoff, Xiaobao Cao, Xi Shi,* Zhike Peng, Andrew J. deMello, Daniele Dini. Rigid-flexible hybrid surfaces for water-repelling and abrasion-resisting. Friction, 2023, 11, 635.
Tianyu Han, Xijia Ding, Hui Hu, Zhike Peng, Xi Shi, Songtao Hu.* Health monitoring of triboelectric self-sensing bearings through deep learning. Measurement, 2023, 220, 113330.
Haoran Li, Tianyu Han, Hui Hu, Xi Shi, Zhike Peng, Songtao Hu.* Stratified topography theory to understand frictional electrification for sliding triboelectric nanogenerators. Surface Topography-Metrology and Properties, 2023, 11, 025014.【期刊年度最佳论文奖】
Chao Liu, Cheng He, Tianyu Han, Haoran Sun, Songtao Hu, Xi Shi.* Low-variance version of the RCC index and form factor index for machine condition monitoring. Mechanical Systems and Signal Processing, 2023, 200, 110614.
张九洲, 马晓龙, 鄢宇中, 胡松涛, 史熙.* 曳引电梯安全钳制动工况的参数化建模方法及实验验证. 机械设计与研究, 2023, 39: 182.
鄢宇中, 张九洲, 史熙,* 胡松涛, 徐洲. 自动扶梯楼层板防滑性能现场评价方法研究及装置研制. 机械设计与研究, 2023, 39: 193.
Songtao Hu,#* Xiaobao Cao,# Tom Reddyhoff, Xijia Ding, Xi Shi, Daniele Dini, Andrew J. deMello, Zhike Peng, Zuankai Wang. Pneumatic programmable superrepellent surfaces. Droplet, 2022, 1, 53.【期刊年度高下载量作者奖】
Chao Liu, Xiaolong Ma, Tianyu Han, Xi Shi,* Chengjin Qin, Songtao Hu. NTScatNet: An interpretable convolutional neural network for domain generalization diagnosis across different transmission paths. Measurement, 2022, 204, 112041.
Yuan Yin, Weifeng Huang,* Decai Li, Songtao Hu, Xiangfeng Liu, Ying Liu. Discriminative features of abnormities in a spiral groove gas face seal based on dynamic model considering contact. Chinese Journal of Mechanical Engineering, 2022, 35, 22.
Songtao Hu,# Tom Reddyhoff,# Jinbang Li, Xiaobao Cao, Xi Shi,* Zhike Peng,* Andrew J. deMello, Daniele Dini. Biomimetic water-repelling surfaces with robustly flexible structures. ACS Applied Materials & Interfaces, 2021, 13, 31310.
Songtao Hu,# Xiaobao Cao,# Tom Reddyhoff, Xi Shi,* Zhike Peng,* Andrew J. deMello, Daniele Dini. Flexibility-patterned liquid-repelling surfaces. ACS Applied Materials & Interfaces, 2021, 13, 29092.【封面论文】
Sorin-Cristian Vladescu, Sophie Bozorgi, Songtao Hu, Stefan K. Baier, Connor Myant, Guy Carpenter, Tom Reddyhoff.* Effects of beverage carbonation on lubrication mechanisms and mouthfeel. Journal of Colloid and Interface Science, 2021, 586: 142.
Songtao Hu,# Xiaobao Cao,# Tom Reddyhoff, Debashis Puhan, Sorin-Cristian Vladescu, Jing Wang, Xi Shi,* Zhike Peng,* Andrew J. deMello, Daniele Dini. Liquid repellency enhancement through flexible microstructures. Science Advances, 2020, 6: eaba9721.
Songtao Hu, Xiaobao Cao, Tom Reddyhoff, Debashis Puhan, Sorin-Cristian Vladescu, Qian Wang, Xi Shi,* Zhike Peng,* Andrew J. deMello, Daniele Dini. Self-compensating liquid-repellent surfaces with stratified morphology. ACS Applied Materials & Interfaces, 2020, 12: 4174.
Songtao Hu, Tom Reddyhoff,* Debashis Puhan, Sorin-Cristian Vladescu, Xi Shi,* Daniele Dini, Zhike Peng. Droplet manipulation of hierarchical steel surfaces using femtosecond laser fabrication. Applied Surface Science, 2020, 521: 146474.
Xiaobao Cao, Quan Gao, Shangkun Li, Songtao Hu, Jing Wang, Peter Fischer, Stavros Stavrakis,* Andrew J. deMello.* Laminar flow-based fiber fabrication and encoding via two-photon lithography. ACS Applied Materials & Interfaces, 2020, 12: 54068.【封面论文】
Jun Wen,* Tom Reddyhoff, Songtao Hu, Debashis Puhan, Daniele Dini. Exploiting air cushion effects to optimise a superhydrophobic/hydrophilic patterned liquid ring sealed air bearing. Tribology International, 2020, 144: 106129.
Yuan Yin, Xiangfeng Liu, Weifeng Huang,* Ying Liu, Songtao Hu. Gas face seal status estimation based on acoustic emission monitoring and support vector machine regression. Advances in Mechanical Engineering, 2020, 12: 1.
Songtao Hu, Xiaobao Cao, Tom Reddyhoff, Debashis Puhan, Weifeng Huang, Xi Shi,* Zhike Peng,* Daniele Dini. Three-dimensional printed surfaces inspired by bi-Gaussian stratified plateaus. ACS Applied Materials & Interfaces, 2019, 11: 20528.
Songtao Hu, Tom Reddyhoff, Jun Wen, Weifeng Huang, Xi Shi,* Daniele Dini, Zhike Peng. Characterization and simulation of bi-Gaussian surfaces induced by material transfer and additive processes. Tribology International, 2019, 136: 31.
Songtao Hu, Weifeng Huang, Xi Shi,* Zhike Peng, Xiangfeng Liu. Bi-fractal feature of bi-Gaussian stratified surfaces. Tribology International, 2019, 134: 427.
Songtao Hu, Weifeng Huang, Xi Shi,* Zhike Peng, Xiangfeng Liu. Mechanism of bi-Gaussian surface topographies on generating acoustic emissions under a sliding friction. Tribology International, 2019, 131: 64.
Songtao Hu, Sorin-Cristian Vladescu, Debashis Puhan, Weifeng Huang, Xi Shi,* Zhike Peng. Bi-Gaussian stratified theory to understand wettability on rough topographies. Surface & Coatings Technology, 2019, 367: 271
Songtao Hu, Tom Reddyhoff, Debashis Puhan, Sorin-Cristian Vladescu, Weifeng Huang, Xi Shi,* Daniele Dini, Zhike Peng. Bi-Gaussian stratified wetting model on rough surfaces. Langmuir, 2019, 35: 5967.
胡松涛, 黄伟峰, 史熙,* 彭志科, 刘向锋. 基于双高斯分层表面理论的机械密封研究综述. 机械工程学报, 2019, 55: 91.
Songtao Hu, Weifeng Huang, Xi Shi,* Zhike Peng, Xiangfeng Liu, Yuming Wang. Evolution of bi-Gaussian surface parameters and sealing performance for a gas face seal under a low-speed condition. Tribology International, 2018, 120: 317.
Songtao Hu, Weifeng Huang, Xi Shi,* Zhike Peng, Xiangfeng Liu, Yuming Wang. Bi-Gaussian stratified effect of rough surfaces on acoustic emission under a dry sliding friction. Tribology International, 2018, 119: 308.
Songtao Hu, Weifeng Huang, Xi Shi,* Zhike Peng, Xiangfeng Liu, Yuming Wang. Multi-Gaussian stratified modeling and characterization of multi-process surfaces. Tribology Letters, 2018, 66: 117.
Songtao Hu, Weifeng Huang, Xiangfeng Liu,* Yuming Wang. Application of fractal contact model in dynamic performance analysis of gas face seals. Chinese Journal of Mechanical Engineering, 2018, 31: 27.
Songtao Hu, Noel Brunetiere, Weifeng Huang, Xi Shi,* Zhike Peng, Xiangfeng Liu, Yuming Wang. A closed-form contact model for gas face seals during the opened operation. Industrial Lubrication and Tribology, 2018, 70, 1110.
Yuan Yin, Weifeng Huang,* Xiangfeng Liu, Ying Liu, Zixi Wang, Wenjing Fan, Songtao Hu. Analysis of the dynamic friction of a gas face seal based on acoustic emissions. Tribology Letters, 2018, 66: 85.
Songtao Hu, Noel Brunetiere, Weifeng Huang,* Xiangfeng Liu, Yuming Wang. The bi-Gaussian theory to understand sliding wear and friction. Tribology International, 2017, 114: 186.
Songtao Hu, Noel Brunetiere, Weifeng Huang,* Xiangfeng Liu, Yuming Wang. Evolution of bi-Gaussian surface parameters of silicon-carbide and carbon-graphite discs in a dry sliding wear process. Tribology International, 2017, 112: 75.
Songtao Hu, Noel Brunetiere, Weifeng Huang,* Xiangfeng Liu, Yuming Wang. Bi-Gaussian surface identification and reconstruction with revised autocorrelation functions. Tribology International, 2017, 110: 185.
Songtao Hu, Weifeng Huang, Xiangfeng Liu,* Yuming Wang. Probe model of wear degree under sliding wear by Rk parameter set. Tribology International, 2017, 109: 578.
Songtao Hu, Weifeng Huang, Noel Brunetiere, Xiangfeng Liu,* Yuming Wang. Truncated separation method for characterizing and reconstructing bi-Gaussian stratified surfaces. Friction, 2017, 5: 32.【期刊学术交流奖】
Songtao Hu, Noel Brunetiere, Weifeng Huang,* Xiangfeng Liu, Yuming Wang. Stratified revised asperity contact model for worn surfaces. Journal of Tribology-Transactions of the ASME, 2017, 139: 021403.
Songtao Hu, Weifeng Huang, Xiangfeng Liu,* Yuming Wang. Stability and tracking analysis of gas face seals under low-parameter conditions considering slip flow. Journal of Vibroengineering, 2017, 19: 2126.
Chaorun Si, Songtao Hu, Xiaobao Cao, Weichao Wu.* High response speed microfluidic ice valves with enhanced thermal conductivity and a movable refrigeration source. Scientific Reports, 2017, 7: 40570.
Zhixiang Song, Fei Guo, Ying Liu, Songtao Hu, Xiangfeng Liu,* Yuming Wang. Controllable bidirectional wettability transition of impregnated graphite by laser treatment and transition mechanism analysis. Surface & Coatings Technology, 2017, 317: 95.
Zhixiang Song, Fei Guo, Ying Liu, Songtao Hu, Xiangfeng Liu,* Yuming Wang. Investigation of slip/no-slip surface for two-dimensional large tilting pad thrust bearing. Industrial lubrication and tribology, 2017, 69: 995.
胡松涛, 黄伟峰, 刘向锋,* 王玉明. 螺旋槽干气密封稳态特性分析模型的对比研究. 机械工程学报, 2017, 53: 7.
胡松涛,* 黄伟峰, 刘向锋, 王玉明. 螺旋槽干气密封压差扰动下的瞬态特性研究. 流体机械, 2017, 45: 22.
尹源, 黄伟峰, 刘向锋,* 胡松涛, 刘莹. 基于本征正交分解方法的螺旋槽干气密封瞬态响应分析. 机械工程学报, 2017, 53: 79.
尹源, 刘向峰,* 丛国辉, 胡松涛, 黄伟峰, 李双喜, 王磊. 外加压静压型机械密封均压槽设计对动态性能的影响. 流体机械, 2017, 45: 15.
Songtao Hu, Weifeng Huang, Noel Brunetiere, Zhixiang Song, Xiangfeng Liu,* Yuming Wang. Stratified effect of continuous bi-Gaussian rough surface on lubrication and asperity contact. Tribology International, 2016, 104: 328.
Songtao Hu, Noel Brunetiere, Weifeng Huang,* Xiangfeng Liu, Yuming Wang. Continuous separating method for characterizing and reconstructing bi-Gaussian stratified surfaces. Tribology International, 2016, 102: 454.
Songtao Hu, Weifeng Huang, Xiangfeng Liu,* Yuming Wang. Influence analysis of secondary O-ring seals in dynamic behavior of spiral groove gas face seals. Chinese Journal of Mechanical Engineering, 2016, 29: 507.

会议论文
卢文辉, 曹小宝, 彭志科, 史熙, 胡松涛.* 软物质力学实验自动化. 全国固体力学大学, 2024.
曹睿, 史熙, 彭志科, 胡松涛.* 摩擦电自传感力学超材料及电梯设备应用. 全国固体力学学术会议, 2024.
韩天宇, 许又中, 史熙, 彭志科, 胡松涛.* 基于双向LSTM与Weibull分布的航空发动机剩余寿命区间预测方法. 第七届中国空天动力联合大会（成都专场）, 2023.
Youzhong Xu, Tianyu Han, Xi Shi, Songtao Hu.* Unsupervised domain adaptation fault diagnosis method using weight-based mask network. IEEE Global Reliability & Prognostics and Health Management Conference, 2023.
Songtao Hu, Tom Reddyhoff, Weifeng Huang, Xi Shi,* Daniele Dini, Zhike Peng. Wettability of bi-Gaussian rough surfaces. International Tribology Conference, 2019.
Yuan Yin, Songtao Hu, Weifeng Huang,* Xiangfeng Liu, Ying Liu, Zixi Wang. A bi-Gaussian acoustic emission model for sliding friction. IOP Conference Series: Materials Science and Engineering, 2019, 686: 012026.
Yuan Yin, Weifeng Huang, Xiangfeng Liu, Ying Liu, Songtao Hu, Yongjian Li. Adaptive analysis for acoustic emissions generated from a gas face seal. IEEE Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, 2019.
胡松涛,* 黄伟峰, 史熙, 彭志科, 刘向锋, 王玉明. 基于双高斯分层表面理论的声发射信号形成机理研究. 全国气体润滑、干气密封及微低重力学术会议, 2018.
胡松涛, 黄伟峰, 史熙,* 彭志科, 刘向锋, 王玉明. 基于双高斯分层表面理论的机械密封研究. 全国流体密封学术会议, 2017.
Zhixiang Song, Songtao Hu, Fei Guo, Ying Liu, Xiangfeng Liu,* Yuming Wang. Morphology and wettability transition of impregnated graphite after laser treatment. World Tribology Congress, 2017.
Zhixiang Song, Fei Guo, Ying Liu, Songtao Hu, Xiangfeng Liu,* Yuming Wang. Friction reduction in tilting-pad thrust bearing by boundary slip with texturing. Leeds-Lyon Symposium on Tribology, 2017.
Songtao Hu, Weifeng Huang, Xiangfeng Liu, Yuming Wang. Face contact analysis of spiral groove gas face seals using fractal model. Society of Tribologists and Lubrication Engineers Annual Meeting and Exhibition, 2015.

机械与动力仿真实践（机械类） 64学时 4学分 本科生

2024 浙江高考招生
2023 浙江高考招生
2023 2021级科研导师
2022 第26期大学生创新实践计划项目1项
2022 第42期校级PRP项目2项
2022 暑期社会实践活动1项
2022 暑期科研见习1项
2022 暑期科创项目1项
2022 2020级科研导师
2022 第41期校级PRP项目2项
2021 励远学术讲坛
2021 国际化试点班F2102006班主任 上海高校标杆活力团支部、活力班团校特等奖、团组织生活改革基金校一等奖、主题团日校一等奖2次/校二等奖1次/院二等奖1次

2024 Wiley期刊Droplet年度高下载量作者奖
2023 中国质量协会质量技术奖二等奖
2023 IOP期刊Surface Topography-Metrology and Properties年度最佳论文奖（年度唯一）
2021 上海市力学学会优秀青年学者一等奖
2021 中国科学技术协会青年人才托举工程
2020 中国医疗器械创新创业大赛组赛二等奖、决赛三等奖
2018 中国机械工程学会上银优秀机械博士论文奖佳作奖
2018 Springer期刊Friction学术交流奖
2017 全国流体密封学术会议优秀论文奖
2017 World Tribology Congress最佳海报奖（四年一届）