赫修智，讲师，工学博士/博士后，吉林大学鼎新学者，加拿大女王大学联合培养博士，师从周晓勤教授和Chirs Mechefske教授。长期从事机械装备传动系统动态建模与智能诊断、加工过程状态监测与预测等方面的研究。先后主持国家自然科学基金青年科学基金项目、中国博士后科学基金面上项目、吉林省科技厅青年人才专项、吉林省教育厅科研项目、流体动力基础件与机电系统全国重点实验室开放基金、教育部重点实验室自主课题等，主要参与国家重点研发计划、国家自然科学基金等科研项目。发表SCI/EI论文20余篇，申请/授权发明专利10余件，获中国产学研合作创新与促进奖。担任电子电气工程师学会（IEEE）、国际声学与振动学会（IIAV）、中国机械工程学会、振动工程学会、国际仿生工程学会等多个学术组织会员，Mechanical Systems and Signal Processing、ISA Transactions、Nonlinear Dynamics、Measurement等10余个国际知名学术期刊审稿专家。

主要科研项目

[7] 国家自然科学基金青年科学基金项目，52405546，主持，在研

[6] 吉林省科技发展计划-青年成长科技项目，20230508154RC，主持，在研

[5] 数控装备可靠性教育部重点实验室自主课题，主持，在研

[4] 吉林省教育厅科学研究项目，JJKH20231149KJ，主持，结题

[3] 国家重点研发计划青年科学家项目，2022YFB3402400，参与，在研

[2] 流体动力与机电系统国家重点实验室开放基金项目，GZKF-202206，主持，结题

[1] 中国博士后科学基金第72批面上资助项目，2022M721312，主持，结题

期刊论文（部分）

[14] Zhu D, Wang M, Liu Q, Liu G, He X, Wang R, Zhang L, Song Z, Li Q, Li Q, Zhou X. A strategy for anti-icing and drag reduction in marine applications via in situ gas injection[J]. Chemical Engineering Journal, 2025, 503: 158689. (IF:13.4, JCR Q1)

[13] Zhu D, Li Q, He X, Wang R, Liu Q, Li Q. Preparation of highly dewetted porous steel for shallow water AUV based on laser ablation method[J]. Applied Surface Science, 2024, 652: 159261. (IF:6.3, JCR Q1)

[12] Li Q, Li Y, Xu P, He X, Wang R, Zhou X, Liu Q. One-Step Fabrication Bioinspired Flexible Hierarchical Micro-Nano Structures with Different Morphologies[J]. ACS Applied Materials and Interfaces, 2023, 15(36): 43016–43025. (IF:8.5, JCR Q1)

[11] He X, Zhou X, Li J, Mechefske C K, Wang R, Yao G, Liu Q. Adaptive feature mode decomposition: a fault-oriented vibration signal decomposition method for identification of multiple localized faults in rotating machinery[J]. Nonlinear Dynamics, 2023, 111(17): 16237–16270. (IF:5.2, JCR Q1)

[10] He X, Wang R, Feng C, Zhou X. A Novel Type of Boundary Extraction Method and Its Statistical Improvement for Unorganized Point Clouds Based on Concurrent Delaunay Triangular Meshes[J]. Sensors, 2023, 23(4): 1915. (IF:3.4, JCR Q2)

[9] Li J, He X*, Wang R, Liu Q, Zhou X. A coarse-to-fine demodulation frequency band selection strategy for multi-fault detection of rotating machinery[J]. Measurement, 2023, 218: 113108. (IF:5.2, JCR Q1)

[8] Gao K, Zhou X, Wang R, Fan M, He X. Joint Stiffness Identification Based on Robot Configuration Optimization Away from Singularities[J]. Applied Sciences, 2023, 13(8). (IF:2.5, JCR Q2)

[7] Liu Q, Li Q, Zhu D, He X Z, Wang R, Zhou X. An Ultra Facile Debonding Method to Develop a Superhydrophobic Surface Based on a Polymer Composite Film[J]. Macromolecular Materials and Engineering, 2022, 307(8): 1–8. (IF:4.2, JCR Q2)

[6] Fan M, Zhou X, Chen S, Jiang S, Gao K, He X. Silicon, 2022. Measurement of Thermal Properties and Numerical Simulation of Temperature Distribution in Laser-assisted Machining of Glass-ceramic[J]. Silicon, 2022, 14(18): 12155–12164. (IF:2.8, JCR Q3)

[5] Liu H, Zhou X, Liu Q, Ma M, He X*, Lin J. Modeling, measurement, and calibration of three-axis integrated aerial camera pointing errors[J]. Measurement Science and Technology, 2021, 32(7): 075206. (IF:2.7, JCR Q1)

[4] He X, Zhou X, Yu W, Hou Y, Mechefske C K. Adaptive variational mode decomposition and its application to multi-fault detection using mechanical vibration signals[J]. ISA Transactions, 2021, 111: 360–375. (IF:6.3, JCR Q1)

[3] He X, Liu Q, Yu W, Mechefske C K, Zhou X. A new autocorrelation-based strategy for multiple fault feature extraction from gearbox vibration signals[J]. Measurement, 2021, 171: 108738. (IF:5.2, JCR Q1)

[2] Zhou X, He X, Peng D, Hou Y, Liu Q. A practical methodology for enhancement and detection of transient faults in a gearbox without prior fault feature information[J]. Measurement Science and Technology, 2021, 32(3): 035116. (IF:2.7, JCR Q1)

[1] He X, Zhou X, Xue Z, Hou Y, Liu Q, Wang R. Effects of gear eccentricity on time-varying mesh stiffness and dynamic behavior of a two-stage gear system[J]. Journal of Mechanical Science and Technology, 2019, 33(3): 1019–1032. (IF:1.5, JCR Q3)

会议论文（部分）

[6] He X, Li J, Zhou X, Liu Q, Wang R. Enhancement and identification of gear fault-induced periodic impulses using feature mode decomposition assisted by modified self-adaptive noise cancellation[C]//Proceedings of the 6th International Conference on Dynamics, Vibration, and Control, 2023: 1–6. (最佳口头报告）

[5] Gong Z, Zhou X, He X, Liu Q, Wang R. Influence of Time-frequency Diagram Aggregation and Fault Mechanism on CNN-based Bearing Fault Diagnosis Accuracy[C]//Proceedings of 2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes, 2023: 1–6.

[4] 赫修智, 周晓勤, 刘浩, 刘强, 王荣奇. 基于最大二阶循环平稳盲解卷积的齿轮早期故障特征增强与提取[C]//第十四届全国振动理论及应用学术会议(NVTA2021), 2021:1.

[3] He X, Zhou X, Yu W, Hou Y, Mechefske C K. Fault detection in rolling element bearings using adaptive noise cancellation and variational mode decomposition[C]//Proceedings of the 26th International Congress on Sound and Vibration, ICSV 2019: 3896–3903.

[2] Zhou X, He X*, Xue Z, Hou Y, Liu Q. Analytical method for time varying mesh stiffness calculation of spur gears with gear eccentricity error[C]//Proceedings of the 25th International Congress on Sound and Vibration, ICSV 2018, 8: 4668–4675.

[1] Hou Y, Zhou X, He X, Liu Z, Liu Q. A New Design of the Test Rig to Measure the Transmission Error of Automobile Gearbox[C]//IOP Conference Series: Materials Science and Engineering, 2017, 280(1): 1–6.

发明专利（部分）

[6] 一种基于GPR的铣削机器人弱动刚度位姿预测方法（CN202411095151.X）

[5] 用于机械传动系统复合故障识别的自适应信号降噪分解方法（CN202211451572.2）

[4] 一种时变载荷式多孔材料微结构阵列摩擦磨损测试装置（CN202210336555.8）

[3] 汽车机械式变速器传递误差综合测试装置及方法（CN201610236441.0）

[2] 一种后驱汽车变速箱传动误差检测试验台及综合测试方法（CN201610236394.X）

[1] 前驱汽车机械变速箱传动误差检测试验台及综合测试方法（CN201610236419.6）

获奖情况

[1] 中国产学研合作创新与促进奖获奖一等奖（5/10）

[2] ICDVC2022+1国际会议最佳口头报告奖

• [1] 2017.9 -- 2021.6

  吉林大学       机械制造及其自动化       博士研究生毕业       工学博士

• [2] 2018.9 -- 2019.9

  加拿大女王大学Queen's University       机械工程       国家公派联合培养博士生

• [3] 2015.9 -- 2017.6

  吉林大学       机械制造及其自动化       硕博连读

• [4] 2011.9 -- 2015.7

  吉林大学       机械工程及自动化/工程管理       大学本科毕业       双学位

• [1] 2024.4 -- 至今

  吉林大学      机械与航空航天工程学院      讲师

• [2] 2021.8 -- 2024.4

  吉林大学      机械与航空航天工程学院      助理研究员/博士后

• [1] 邮箱 : 973ed75674ef4dd2190db8c1fc0740f717a2d683be1a6abb12485f59ca1dea2a525c6212b967a908d4f3629750c8fac02db1ca7ea43dc0637600b2ab287042fb38187f76c48d898873e85d6771e48ea9137e9a8414451b1bfdbc1ce784cb7a643834d8b40e580596bfe2f64e8cc87094ebd474b38cb2f4650134bafea71eb5c1