
个人简介
2011年毕业于兰州交通大学机电工程学院,获工学学士学位;2014年毕业于兰州交通大学机电学院,获工学硕士学位;2022年毕业于兰州理工大学机械制造及其自动化专业,获工学博士。主要研究方向为故障诊断与状态监测、复杂系统建模与控制等。近年来,发表学术论文30余篇,其中SCI收录15篇,EI收录13篇,CSCD核心期刊4篇。现主持1项四川省通用航空器维修工程技术研究中心开放课题和1项轨道交通运载系统全国重点实验室开放课题。作为主研人员参与在研国家自然科学基金项目1项、中国工程院院地合作项目1项、甘肃省自然科学基金重点项目1项。主持完成甘肃省自然科学基金项目1项,作为主研人员参与完成国家自然科学基金项目3项、甘肃省自然科学基金项目1项、甘肃省高等学校科研项目2项、兰州交通大学青年基金项目1项。
荣获第八届中国创新挑战赛“甘肃”现场赛优秀奖,在2023年西南交通大学主办的“交通与运载交叉学科”博士后学术交流活动中被评为优秀口头报告三等奖。获得兰州交通大学优秀科研工作者、创新创业教育先进工作者和兰州交通大学教学新秀奖,指导学生参加全国大学生“高教杯”先进成图创新设计大赛、全国大学生计算机设计大赛和全国高校计算机能力挑战赛等竞赛获国家级奖项20余项。
研究方向
(1)旋转机械故障诊断与状态监测;
(2)复杂系统建模与控制;
(3)能源系统健康状态管理;
(4)特种机器人设计。
代表性科研成果
[1] Jiadong Meng,Changfeng Yan, Zonggang Wang, Tao Wen, Guangyi Chen and Lixiao Wu. Health Condition Identification of Rolling Element Bearing Based on Gradient of Features Matrix and MDDCs-MRSVD [J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71: 3517313.(SCI, IF=5.332)
[2] Jiadong Meng, Changfeng Yan, Guangyi Chen, Yaofeng Liu and Lixiao Wu. Health Indicator of Bearing Constructed by rms-CUMSUM and GRRMD-CUMSUM With Multifeatures of Envelope Spectrum[J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 3510216.(SCI, IF=5.332,)
[3] Jiadong Meng, Changfeng Yan, Tao Wen, Zonggang Wang, Guangyi Chen and Lixiao Wu. Real-Time Identification of Performance Degradation Stages of Rolling Element Bearing By RVCFI[J]. Measurement Science and Technology, 2022, 33(8): 085021.(SCI, IF=2.398)
[4] Jiadong Meng, Lu Liu, Zhigang Zhao and Chen Su. Stages assessment of state of health in a lifetime based on the capacity variance of lithium batteries[J]. Measurement Science and Technology, 2024, 35(4): 045019.(SCI, IF=2.398)
[5] Jiadong Meng, Xiao, Huo, Changfeng Yan, Tao Wen, Guangyi Chen and Zhigang Zhao. Defect length estimation of rolling element bearings via adaptive separation of dual-impulse[J]. Journal of the Brazilian Society of Mechanical Sciences and Engineering.2024, 46, 463.(SCI, IF=1.8)
[6] Jiadong Meng, Changfeng Yan, Tao Wen and Zonggang Wang. Identification of Initial Fault Time for Bearing Based on Monitoring Indicator, WEMD and Infogram[J]. The Journal of Vibroengineering, 2022, 24(7):1291-1312.(EI)
[7] Guangyi Chen, Changfeng Yan,Jiadong Meng, Zonggang Wang and Lixiao Wu. Health Condition Monitoring of Bearings Based on Multifractal Spectrum Feature with Modified Empirical Mode Decomposition-Multifractal Detrended Fluctuation Analysis[J]. Structural Health Monitoring, 2022, 21(2):2618-2640.(SCI, IF=6.6)
[8] Guangyi Chen, Changfeng Yan,Jiadong Meng, Huibin Wang and Lixiao Wu. Improved VMD-FRFT Based on Initial Center Frequency for Early Fault Diagnosis of Rolling Element Bearing[J]. Measurement Science and Technology, 2021, 32(11): 115024.(SCI, IF=2.398)
[9] 王彦快,孟佳东,张玉,等.基于GADF与2D CNN-改进SVM的道岔故障诊断方法研究[J].铁道科学与工程学报,2024,21(07):2944-2956.(EI)
[10] 王彦快,孟佳东,张玉,等.基于参数优化VMD和改进LSSVM的道岔故障诊断方法[J].铁道科学与工程学报,2024,21(05):2072-2085.(EI)
[11] 王慧滨,剡昌锋,孟佳东,等.融合Autogram的共振解调和1.5维谱的滚动轴承复合故障诊断方法[J].振动工程学报: 2022, 35(6): 1541-1551.(EI)
[12] 赵一楠,剡昌锋,孟佳东,等.自适应窗口旋转优化短时傅里叶变换的变转速滚动轴承故障诊断[J].振动工程学报,2024,37(06):1064-1076.(EI)
[13] Ming Lv, Changfeng Yan, Jianxiong Kang,Jiadong Meng, Zonggang Wang, Shengqiang Li and Bin Liu. Multiple faults separation and identification of rolling bearings based on time-frequency spectrogram[J/OL]. Structural Health Monitoring, 2023.(SCI, IF=6.6)
[14] Shengqiang Li,Changfeng Yan,Yunfeng Hou,Jiadong Mengand Tao Wen. Isolation and identification of rolling bearing compound faults based on adaptive periodized singular spectrum analysis and Rényi entropy[J]. Measurement Science and Technology, 2024, 35: 066102.(SCI, IF=2.398)
[15] Abdalla Babiker,Changfeng Yan,Qiang Li,Jiadong MengandLixiao Wu. Initial fault time estimation of rolling element bearing by backtracking strategy, improved VMD and infogram[J].Journal of Mechanical Science and Technology, 2021.35:425-437.(SCI, IF=1.81)
[16] Xiangtang Zhao, Zhigang Zhao, Cheng Su,Jiadong Mengand Baoxi Wang. Trajectory compensation for multi-robot coordinated lifting system considering elastic catenary of the rope[J]. High Technology Letters, 2024, 30(3), 252-262.(EI)
[17] Xiangtang Zhao, Zhigang Zhao, Cheng Su,Jiadong Meng, et al. Stability Analysis of a Floating Multirobot Coordinated Towing System Based on the Stability Cone Method[J].Journal of Marine Science and Application, 2024. (SCI, IF=2.1)
[18] Huilong Li, Changfeng Yan, Junbao Yang,Jiadong Meng, Lixiao Wu. Dynamic Response and Contact Characteristics of Shaft-Bearing-Pedestal System with Localized Defect Using 2-D Explicit Dynamics Finite Element Model[J]. The Journal of Vibroengineering, 2022, 25(2):290-310.(EI)
[19] 赵志刚,赵祥堂,苏程,孟佳东,等.浮动基多机协调吊运系统的动力学建模与仿真[J].哈尔滨工程大学学报,2023,44(10):1825-1831.(EI)
[20] 崔祯,赵志刚,苏程,孟佳东,等.绳牵引上肢康复机器人动力学及动态稳定性分析[J/OL].北京航空航天大学学报,2025.(EI)
[21] 崔祯,赵志刚,苏程,孟佳东,等.绳牵引上肢并联康复机器人柔索误差逆向建模与分析[J].工程科学学报,2025.(EI)
科研项目
[1] 四川省通用航空器维修工程技术研究中心开放课题基于多源信号的直升机齿轮箱故障诊断方法研究(GAMRC2023YB05)主持(在研)5万元2024.01-2025.12
[2] 高速磁浮运载技术全国重点实验室开放课题基于能量分布差异性的滚动轴承健康状态评估方法研究(RVL2411)主持(在研) 10万元 2024.01-2025.12
[3] 国家自然科学基金分段光滑动力系统的多参数动态特性分析及其在旋转机械中的应用参与(在研) 32万元 2024.01-2027.12
[4] 甘肃省自然基金滚动轴承健康状态实时监测与预测方法研究主持(结题)
[5] 甘肃省云计算重点实验室基于监测数据的轴承故障健康状态评估主持(结题)
[7] 国家自然科学基金浮动基缆系式紧耦合多机器人系统建模及稳定性分析参与(结题)
[8] 甘肃省自然基金. 含间隙碰撞振动系统的动力学行为转迁及控制研究参与(结题)