【学术简介】 教育经历： 2015.09-2021.06，电子科技大学，机械工程，博士 2009.09-2013.06，南昌航空大学，机械设计制造及其自动化，学士 工作经历： 2021.07-至今，江西理工大学，机电工程学院，讲师 学术兼职： 中国运筹学会可靠性分会青年委员；QR2MSE国际会议组委会委员；Engineering Applications of Artificial Intelligence、Quality and Reliability Engineering International等SCI国际期刊审稿专家。 【主讲课程】 本科生：《机械制造工艺学》、《机械创新设计》 【主要研究领域】 机械设计学、机械结构强度学 【主要研究方向】 结构可靠性分析、可靠性优化设计、智能故障诊断等 【代表性科研项目】（不超10项） [1] 国家自然科学基金项目，计及刚柔耦合效应的工业机器人运动精度可靠性优化设计方法研究，2024.01-2027.12，主持； [2] 江西省自然科学基金项目，含动力学参数不确定性的工业机器人定位精度可靠性分析与优化设计方法，2023.07-2026.06，主持； [3] 江西省教育厅科学技术研究项目，基于证据理论的复杂结构高效可靠性分析方法研究，2022.01-2023.12，主持，已结题。 【代表科研成果及奖励】（不超10项） [1] Peng Huang, He Li*, Yingkui Gu, Guangqi Qiu. An extended moment-based trajectory accuracy reliability analysis method of robot manipulators with random and interval uncertainties. Reliability Engineering & System Safety, 2024, 246: 110082. (SCI一区, Top期刊) [2] Peng Huang, Yingkui Gu∗, Guangqi Qiu*. A novel feature dimensionality reduction method for gearbox fault diagnosis with HMSDE, DANCo-DDMA and KELM. Nonlinear Dynamics, 2024. (SCI二区, Top期刊) [3] Peng Huang, Yuanjin Wang, Yingkui Gu∗, Guangqi Qiu*. A bearing RUL prediction approach of vibration fault signal denoise modeling with Gate-CNN and Conv-Transformer encoder. Measurement Science and Technology, 2024, 35: 066104. (SCI三区) [4] Peng Huang, Yingkui Gu, He Li*, Mohammad Yazdi, Guangqi Qiu. An optimal tolerance design approach of robot manipulators for positioning accuracy reliability. Reliability Engineering & System Safety, 2023, 237: 109347. (SCI一区, Top期刊, ESI高被引) [5] Peng Huang, He Li, Yingkui Gu*, Guangqi Qiu, Yiyuan Ding. Experimental tolerance design of robot manipulators accounting for positioning accuracy reliability. Quality and Reliability Engineering International, 2023, 39(5): 1573-1587. (SCI三区) [6] Peng Huang, Hong-Zhong Huang*, Yan-Feng Li, He Li. Positioning accuracy reliability analysis of industrial robots based on differential kinematics and saddlepoint approximation. Mechanism and Machine Theory, 2021, 162: 104367. (SCI一区, Top期刊) [7] Peng Huang, Hong-Zhong Huang*, Yan-Feng Li, Hua-Ming Qian. An efficient and robust structural reliability analysis method with mixed variables based on hybrid conjugate gradient direction. International Journal for Numerical Methods in Engineering, 2021, 122(8): 1990-2004. (SCI二区) [8] Peng Huang, Hong-Zhong Huang*, Tudi Huang, Hua-Ming Qian. A framework for structural reliability analysis based on conjugate sensitivity factor and saddlepoint approximation. Journal of Mechanical Science and Technology, 2020, 34(9): 3617-3627. (SCI四区) [9] Guangqi Qiu, Yu Nie, Yulong Peng, Peng Huang*, Junjie Chen, Yingkui Gu*. A variable-speed-condition fault diagnosis method for crankshaft bearing in the RV reducer with WSO-VMD and ResNet-SWIN. Quality and Reliability Engineering International, 2024. (SCI三区) [10] Yingkui Gu, Ronghua Chen, Guangqi Qiu, Peng Huang*. A time-varying meshing stiffness model for gears with mixed elastohydrodynamic lubrication based on load-sharing. Quality and Reliability Engineering International, 2024, 40(4): 1461-1483. (SCI三区)
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