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个人简介

宋学官,青年千人,重大装备设计研究所所长。主要研究方向为多学科耦合建模与优化设计、工业大数据挖掘及数据驱动的预测技术、人工智能与装备数字孪生等。已发表学术论文100余篇,其中SCI论文50多篇,影响因子大于7.0的论文6篇,ESI高被引论文2篇,出版ANSYS流固耦合技术书1本,英文书章2个,论文被引用1800多次(google scholar),H因子为21,获得国家优秀留学生奖,ASME PVP等著名国际会议论文奖4项,指导博士生获得ASME PVP博士论文奖2项。 主持国家重点研发计划项目课题、自然科学基金项目、山西省重大专项项目、辽宁省自然基金项目等,作为技术骨干参与2项基金委-辽宁联合重点基金,与国内外著名企事业单位开展合作项目10余项。 教育经历 Education Background 2007.92010.8东亚大学机械工程博士 2005.92007.8东亚大学机械工程硕士 2000.92004.7大连理工大学机械工程学士 1997.92000.8庄河第三高级中学 工作经历 Work Experience 2014.9至今大连理工大学教授 2012.82014.8英国纽卡斯尔大学研究助理 2012.72012.8韩国东亚大学助理教授 2011.32012.7韩国东亚大学讲师 2010.92011.3韩国东亚大学特任研究员 2004.82005.8中国北车集团大连电力牵引研发中心工程师 专利 一种用于安全阀阀盘升力的测试装置及测试方法 一种用于安全阀阀盘升力的测试装置及测试方法 一种用于弹簧式安全阀动态特性的测试装置及测试方法 一种基于代理模型的多学科优化软件平台 一种盾构管片拼装机回转运动电液控制系统 一种管片拼装机回转运动电液控制系统 科研项目 慢性病大数据融合方法与实时分析及应用平台研发, 省、市、自治区科技项目, 2019/07/26, 进行 工业环境下安全导向的人机协作决策方法研究, 国家自然科学基金项目, 2019/12/02, 进行 CFD和AI联合驱动的风洞表冷器性能计算分析, 企事业单位委托科技项目, 2019/01/01-2019/03/30, 进行 多源数据驱动的定制产品用户体验与性能预测技术, 国家科技部 , 2019/06/01, 进行 新型燃料电池电堆端板设计开发, 企事业单位委托科技项目, 2019/05/10-2019/12/31, 进行 基于CAE仿真的先进装备高效可靠性优化设计方法, 省、市、自治区科技项目, 2015/08/26, 进行 其他奖励 辽宁省本科大学生机械创新大赛优秀指导教师 (2015年)

研究领域

人工智能与装备\基础件(阀,IGBT)智能化 工业大数据挖掘及数据驱动的预测技术 机电热流等多学科耦合建模与协同优化设计

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

[1]Shi, Maolin,Zhang, Tianci,Zhang, Liyong,Sun, Wei,Song, Xueguan.A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine[J],KNOWLEDGE-BASED SYSTEMS,2020,191 [2]Song, Xueguan,Shi, Maolin,Wu, Jianguo,Sun, Wei.A new fuzzy c-means clustering-based time series segmentation approach and its application on tunnel boring machine analysis[J],MECHANICAL SYSTEMS AND SIGNAL PROCESSING,2019,133 [3]孔翔,陈力智,邱晓来,宋学官.大口径金属硬密封球阀泄漏分析及解决方案[J],机械设计与制造,2019,6:204-207 [4]Zheng, Feng Jie,Zong, Chao Yong,Dempster, William,Qu, Fu Zheng,Song, Xue Guan.A Multidimensional and Multiscale Model for Pressure Analysis in a Reservoir-Pipe-Valve System[J],JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME,2019,141(5) [5]Shi, Maolin,Zhang, Liyong,Sun, Wei,Song, Xueguan.A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine[J],KNOWLEDGE-BASED SYSTEMS,2019,182 [6]张伟,宋学官,石茂林,霍军周.基于代理模型的机械式挖掘机动臂轻量化设计[J],机械设计与制造,2019,4:1-4 [7]Zhao, Junhong,Shi, Maolin,Hu, Gang,Song, Xueguan,Zhang, Chao,Tao, Dacheng,Wu, Wei.A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data[J],IEEE ACCESS,2019,7:66703-66713 [8]Gao, Xianjie,Shi, Maolin,Song, Xueguan,Zhang, Chao,Zhang, Hongwei.Recurrent neural networks for real-time prediction of TBM operating parameters[J],AUTOMATION IN CONSTRUCTION,2019,98:225-235 [9]Yerasimou, Yerasimos,Pickert, Volker,Ji, Bing,Song, Xueguan.Liquid Metal Magnetohydrodynamic Pump for Junction Temperature Control of Power Modules[J],IEEE TRANSACTIONS ON POWER ELECTRONICS,2018,33(12):10583-10593 [10]Zhu, Shun-Peng,Zhang, Xiancheng,Jiang, Chao,Chen, Gang,Song, Xueguan,Hu, Dianyin.Advances in structural integrity and reliability analysis for critical components[J],ADVANCES IN MECHANICAL ENGINEERING,2018,10(11) [11]Wang, Xiaobang,Liu, Yuanzhi,Sun, Wei,Song, Xueguan,Zhang, Jie.Multidisciplinary and Multifidelity Design Optimization of Electric Vehicle Battery Thermal Management System[J],JOURNAL OF MECHANICAL DESIGN,2018,140(9) [12]Sun, Wei,Shi, Maolin,Zhang, Chao,Zhao, Junhong,Song, Xueguan.Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data[J],AUTOMATION IN CONSTRUCTION,2018,92:23-34 [13]Song, Xueguan,Pickert, Volker,Ji, Bing,Naayagi, R. T.,Wang, Chen,Yerasimou, Yerasimos.Questionnaire-Based Discussion of Finite Element Multiphysics Simulation Software in Power Electronics[J],IEEE TRANSACTIONS ON POWER ELECTRONICS,2018,33(8):7010-7020 [14]孙伟,李二洋,王晓邦,郭正刚,李旭东,宋学官.面向智能挖掘机的最优挖掘轨迹规划[J],大连理工大学学报,2018,58(3):246-253 [15]Yuan, Yongliang,Song, Xueguan,Sun, Wei,Wang, Xiaobang.Multidisciplinary design optimization of the belt drive system considering both structure and vibration characteristics based on improved genetic algorithm[J],AIP ADVANCES,2018,8(5) [16]Song, Xueguan,Lv, Liye,Li, Jieling,Sun, Wei,Zhang, Jie.An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions[J],JOURNAL OF MECHANICAL DESIGN,2018,140(4) [17]Ma, Haoran,Kunwar, Anil,Chen, Jun,Qu, Lin,Wang, Yunpeng,Song, Xueguan,Raback, Peter,Ma, Haitao,Zhao, Ning.Study of electrochemical migration based transport kinetics of metal ions in for Sn-9Zn alloy[J],MICROELECTRONICS RELIABILITY,2018,83:198-205 [18]孙伟,孔翔,宋学官,李二洋.物料颗粒参数对大型矿用挖掘机挖掘阻力影响的仿真研究[J],矿山机械,2018,46(2):18-24 [19]Kunwar, Anil,Guo, Bingfeng,Shang, Shengyan,Raback, Peter,Wang, Yunpeng,Chen, Jun,Ma, Haitao,Song, Xueguan,Zhao, Ning.Roles of interfacial heat transfer and relative solder height on segregated growth behavior of intermetallic compounds in Sn/Cu joints during furnace cooling[J],INTERMETALLICS,2018,93:186-196 [20]Sun, Wei,Wang, Xiaobang,Shi, Maolin,Wang, Zhuqing,Song, Xueguan.Multidisciplinary design optimization of hard rock tunnel boring machine using collaborative optimization[J],ADVANCES IN MECHANICAL ENGINEERING,2018,10(1) [21]Kunwar, Anil,Shang, Shengyan,Raback, Peter,Wang, Yunpeng,Givernaud, Julien,Chen, Jun,Ma, Haitao,Song, Xueguan,Zhao, Ning.Heat and mass transfer effects of laser soldering on growth behavior of interfacial intermetallic compounds in Sn/Cu and Sn-3.5Ag0.5/Cu joints[J],MICROELECTRONICS RELIABILITY,2018,80:55-67 [22]Kunwar, Anil,Shang, Shengyan,Raback, Peter,Song, Xueguan,Malla, Prafulla Bahadur,Wang, Yunpeng,Ma, Haitao.A Numerical Model for Joule heating in Sn Solder Balls of Two Different Sizes[A],2018 19TH INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY(ICEPT),2018,1329-1332 [23]Kunwar Anil,Raback Peter,尚胜艳,MAlla Prafulla,宋学官,王云鹏,马海涛.A Computational Model for Simulation of Temperature during Radio-Frequency Ablation of Biological Tissue[A],2018 IEEE International Conference on Computational Electromagnetics,2018,8496461-8496461 [24]Sun, Wei,Shi, Maolin,Li, Jieling,Ding, Xin,Wang, Lintao,Song, Xueguan.Surrogate-Based Multisource Sensitivity Analysis of TBM Driving System[J],SHOCK AND VIBRATION,2018 [25]Wang, Xiaobang,Li, Mao,Liu, Yuanzhi,Sun, Wei,Song, Xueguan,Zhang, Jie.Surrogate based multidisciplinary design optimization of lithium-ion battery thermal management system in electric vehicles[J],STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION,2017,56(6):1555-1570 [26]Yuan, Yongliang,Du, Li,Sun, Wei,Song, Xueguan,Huo, Junzhou.Modeling and Simulation of Hoist Rope for Excavator Based on Virtual Prototype[A],International Conference on Mechanical Design, ICMD 2017,2017,55:873-887 [27]李洁翎,孙伟,丁鑫,宋学官.代理模型在复杂机电系统全局敏感度分析中的应用[J],机械设计与制造,2017,z1:229-232 [28]Kunwar, Anil,Tonks, Michael R.,Shang, Shengyan,Song, Xueguan,Wang, Yunpeng,Ma, Haitao.Quantitative Polynomial Free Energy based Phase Field Model for Void Motion and Evolution in Sn under Thermal Gradient[A],2017 18TH INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY(ICEPT),2017,1502-1507 [29]孙伟,宋学官,霍军周.Modeling and Simulation of Hoist Rope for Excavator Based on Virtual Prototype[A],2017,873-887 [30]Sun, Wei,Ma, Honghui,Song, Xueguan,Wang, Lintao,Ding, Xin.Modeling and Dynamic Analysis of Cutterhead Driving System in Tunnel Boring Machine[J],SHOCK AND VIBRATION,2017,2017 [31]孙伟,宋学官.Optimization of Material and Structure Parameters in Dental Implant[A],2017 [32]孙伟,马宏辉,宋学官,王林涛,丁鑫.Modeling and Dynamic Analysis of Cutterhead Driving System[J],Shock and Vibration,2017,2017 [33]Song, Xueguan,Sun, Guangyong,Li, Qing.Sensitivity analysis and reliability based design optimization for high-strength steel tailor welded thin-walled structures under crashworthiness[J],THIN-WALLED STRUCTURES,2016,109:132-142 [34]Ma, Haoran,Kunwar, Anil,Guo, Bingfeng,Sun, Junhao,Jiang, Chengrong,Wang, Yunpeng,Song, Xueguan,Zhao, Ning,Ma, Haitao.Effect of cooling condition and Ag on the growth of intermetallic compounds in Sn-based solder joints[J],APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING,2016,122(12) [35]Sun, Wei,Wang, Xiaobang,Wang, Lintao,Zhang, Jie,Song, Xueguan.Multidisciplinary design optimization of tunnel boring machine considering both structure and control parameters under complex geological conditions[J],STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION,2016,54(4):1073-1092 [36]Sun, Wei,Ma, Honghui,Wang, Lintao,Song, Xueguan.Dynamic Analysis of Multi-stage Planetary Reducer in TBM Cutter head Driving System[A],12th IEEE/ASME International Conference on Mechatronic and EmbeddedSystems and Applications (MESA),2016 [37]Wang L.,Song X.,Sun W.,Gong G..Workspace analysis of the -type thrust mechanism for designing a shield tunneling machine[A],12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, MESA 2016,2016 [38]王林涛,宋学官,孙伟.Workspace analysis of the Π-type thrust mechanism for designing a shield tunneling machine[A],2016 - 12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications,2016 [39]王云鹏,宋学官,赵宁,马海涛.Effect of cooling condition and Ag on the growth of intermetallic compounds in Sn-based solder[J],APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING,2016,122(12):1052-1052 [40]Wang, Lintao,Song, Xueguan,Sun, Wei,Gong, Guofang.Workspace Analysis of the Pi-type Thrust Mechanism for Designing a Shield Tunneling Machine[A],12th IEEE/ASME International Conference on Mechatronic and EmbeddedSystems and Applications (MESA),2016 [41]Song, X. G.,Wang, L. T.,Park, Y. C.,Sun, W..A Fluid-Structure Interaction Analysis of the Spring-Loaded Pressure Safety Valve during Popping Off[A],14th International Conference on Pressure Vessel Technology (ICPVT),2015,130:87-94 [42]Li, J. L.,Chen, L. Z.,Song, X. G..Multi-Objective Design Optimization of a Pressure Safety Valve for Raped Opening and Reclosing[A],14th International Conference on Pressure Vessel Technology (ICPVT),2015,130:113-124 [43]Tan, Zheng,Song, Xueguan,Cao, Wenping,Liu, Zheng,Tong, Yibin.DFIG Machine Design for Maximizing Power Output Based on Surrogate Optimization Algorithm[J],IEEE TRANSACTIONS ON ENERGY CONVERSION,2015,30(3):1154-1162 [44]Ding, Xin,Sun, Wei,Wang, Lintao,Huo, Junzhou,Sun, Qingchao,Song, Xueguan.Sensitivity Analysis of Major Equipment Based on Radial Basis Function Metamodel[A],8th International Conference on Intelligent Robotics and Applications(ICIRA),2015,9246:469-480 [45]Wu, Hanyang,Huo, Junzhou,Song, Xueguan,Wang, Lintao,Sun, Wei.The Vibration Analysis of TBM Tunnelling Parameters Based on Dynamic Model[A],8th International Conference on Intelligent Robotics and Applications(ICIRA),2015,9246:489-500 [46]Tan, Zheng,Song, Xue-guan,Ji, Bing,Liu, Zheng,Ma, Ji-en,Cao, Wen-ping.3D thermal analysis of a permanent magnet motor with cooling fans[J],JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A,2015,16(8):616-621 [47]Ji, Bing,Song, Xueguan,Sciberras, Edward,Cao, Wenping,Hu, Yihua,Pickert, Volker.Multiobjective Design Optimization of IGBT Power Modules Considering Power Cycling and Thermal Cycling[J],IEEE TRANSACTIONS ON POWER ELECTRONICS,2015,30(5,SI):2493-2504 [48]Xing, Lei,Das, Prodip K.,Song, Xueguan,Mamlouk, Mohamed,Scott, Keith.Numerical analysis of the optimum membrane/ionomer water content of PEMFCs: The interaction of Nafion (R) ionomer content and cathode relative humidity[J],APPLIED ENERGY,2015,138:242-257 [49]宋学官.Numerical analysis of the optimum membrane/ionomer water content of PEMFCs: The interaction of Nafion ionomer content and cathode relative humidity[J],Applied Energy,2015,138(1):242-257 [50]宋学官.Optimised phase disposition pulse-width modulation strategy for hybrid-clamped multilevel inverters using switching state sequences[J],IET Power Electronics,2015,8(7):1095-1103 [51]Wang, Chen,Ji, Bing,Song, Xueguan,Pickert, Volker,Cao, Wenping.IGBT condition monitoring with system identification methods[A],2014 IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014,2014 [52]Ji, Bing,Song, Xueguan,Wu, Haimeng,Pickert, Volker,Cao, Wenping.Integrated condition monitoring for vehicle-ready power modules[A],2014 IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014,2014

学术兼职

担任科技部重点研发计划项目评审专家、重点研发计划项目专家组专家、教育部长江学者评审专家、国家自然基金评审专家、交通运输部行业研发中心技术委员会委员,兼任SCI期刊IET Power Electronics等期刊编委和国际学术会议的技术委员\分会场主席,长期担任ASME JMD、SMO、ECM、ASME PVT、MSSP、力学学报等机械设计和优化领域著名期刊特邀审稿人。

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