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石茂林
发布日期：2023-03-28　　　浏览次数：
姓名 石茂林出生年月 1990.04

政治面貌 民进会员最高学位 博士研究生
职称 资格副研究员
   （助理研究员）		任职年月 2020.09
职务 无任职年月 无
所在学科  博导/硕导 硕导
研究领域 机械装备作业数据建模分析、流体机械分析与优化设计
学术与社会任职 杉本信息科技有限公司：技术顾问
科研项目 主持项目：
1、江苏省青年科学基金
2、中国博士后基金面上项目
3、现代农业协同创新中心项目
4、江苏大学高级人才科研启动基金
5、某新型流体关键部件设计（企业横向）
6、光程MES系统数据分析（企业横向）
参与项目
1、江苏省重点研发计划
2、江苏省农业自主创新基金
3、国家重点研发计划（2018YFB1702502）
4、国家重点研发计划（2018YFB1700704）
5、国家自然科学基金重点项目（U1608256）
6、国家自然科学基金项目（51505061）
主要论著 发表论文40余篇，总引用近600次，部分代表作如下：
1、Shi M., Sun W., Song X.*, Zhang L. A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine. Knowledge-based Systems. 2019.
2、Shi, M., Zhang, T., Zhang, L., Sun, W., Song, X*. A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine. Knowledge-Based Systems, 191(2020), 105229.
3、Shi, M., Lv, L., Song, X.*, & Sun, W. A support vector regression-based multi-fidelity surrogate model. Structural and Multidisciplinary Optimization, (2020).
4、Shi, M.*, Li, H., Liu, X. Multidisciplinary design optimization of dental implant based on finite element method and surrogate models. Journal of Mechanical Science & Technology, 31(2017), 5067-5073.
5、Sun, W.(导师), Shi, M., Zhang, C., Zhao, J., Song, X*. Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data. Automation in Construction. 92(2018), 23-34.
6、Sun, W.(导师), Shi, M., Li, J., Ding, X., Wang, L., Song, X*. Surrogate-Based Multisource Sensitivity Analysis of TBM Driving System. Shock and Vibration, 2018.
7、Song X.(导师), Shi M.*, Sun W. A new fuzzy c-means clustering-based time series segmentation approach and its application on tunnel boring machine analysis. Mechanical Systems and Signal Processing. 133(2019):106279
8、Li, H.(导师), Shi M.*, Liu X., Shi Y. Uncertainty optimization of dental implant based on finite element method, global sensitivity analysis and support vector regression. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine (2018): 0954411918819116.
9、Shi M., Wang X., Sun W., Song X*. Optimization of Material and Structure Parameters in Dental Implant, QR2MSE2016& WCEAM. (2016) (Best paper reward).
10、Shi, M., Sun W., Zhang T., Liu Y., Wang S. & Song X*. Geology prediction based on operation data of TBM: comparison between deep neural network and soft computing methods. 2019 1st International Conference on Industrial Artificial Intelligence (2019).
11、Lv, L., Shi, M., Song, X.*, Sun, W., & Zhang, J. A Fast-Converging Ensemble Infilling Approach Balancing Global Exploration and Local Exploitation: The Go-Inspired Hybrid Infilling Strategy. Journal of Mechanical Design, (2019):1-27.
12、Gao X., Shi M., Song X., Zhang C.*, Zhang, H. Recurrent neural networks for real-time prediction of TBM operating parameters. Automation in Construction, 98(2019): 225-235.
13、Zhao, J., Shi, M., Hu, G., Song, X., Zhang, C.*, Tao, D., & Wu, W. A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data. IEEE Access. (2019). (IF：4.098).
14、Sun, W., Wang, X., Shi, M.*, Wang, Z., Song, X. Multidisciplinary design optimization of hard rock tunnel boring machine using collaborative optimization. Advances in Mechanical Engineering, 10(2018), 1687814018754726.
Fang, J., Song, X., Yao, N., & Shi, M*. Application of FCM Algorithm Combined with Artificial Neural Network in TBM Operation Data. Computer Modeling in Engineering & Sciences, 126(2021), 397-417.
成果奖励 1.国家奖学金.
2.大连理工大学优秀博士论文
3.QR2MSE国际会议最佳论文奖.
4.中国机械工程学会-上银优秀机械博士论文奖（学校提名，入围评选）
发明专利 申请发明专利3件。
E-mail maolin@ujs.edu.cn
 
友情链接：　中华人民共和国科学技术部　　中华人民共和国农业农村部　　江苏省教育厅　　江苏省科学技术厅　　江苏省农业农村厅　　现代农业装备与技术协同创新中心
 
 
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