个人简介

一、基本情况

2021年6月博士毕业于西北工业大学，2021年7月至今任教于苏州科技大学机械工程学院。2023年3月至今入站南京理工大学与苏州亚太精睿传动科技股份有限公司博士后。2023年被遴选为硕士研究生导师。

二、主要研究领域及学术成就

主持国家自然科学基金青年项目、中国博士后基金面上项目、苏州科技大学自然科学类校级科研基金项目等多个项目，入选江苏省高层次创新创业人才引进计划（双创博士）项目、江苏省科技副总项目。发表论文二十余篇，包含SCI 1区Top（第一作者）多篇。授权国家发明专利和软件著作权多项。获第22届及第23届流体动力与机电控制工程国际学术会议最佳论文奖、2020~2021年度及2022~2023年度苏州市自然科学优秀学术论文。主要从事行星滚柱丝杠副精密螺纹传动、结构设计优化与可靠性分析等领域的研究工作。担任《Tribology International》、《Measurement Science and Technology》等期刊审稿人。

三、代表性科研成果

1、学术论文：

[1]Yao Q, Zhang M, Ma S, Jiang Q.Study on multi-level progressive optimization of planetary roller screw mechanism[J]. Tribology International, 2023, 189:109008.

[2]Yao Q, Zhang M, Jiang Q, Ma S. Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model, Probabilistic Engineering Mechanics, 2023, 72: 103436

[3]Yao Q, Zhang M, Ma S. Structural design for planetary roller screw mechanism based on the developed contact modelling [J]. Tribology International, 2022, 171: 107570.

[4]Yao Q,Zhang M, Liu Y, Ma S. Multi-objective optimization of planetary roller screw mechanism based on improved mathematical modelling [J]. Tribology International, 2021, 161: 107095.

[5]Yao Q, Zhang M, Liu Y, Guo Q. Life reliability assessment of twin-web disk using the active learning kriging model[J]. Structural and Multidisciplinary Optimization, 2020, 61(3): 1229-1251.

[6]Yao Q, Liu Y, Zhang M,et al. Investigation on the uncertain factors of the elastic–plastic contact characteristics of the planetary roller screw mechanism[J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2019, 233(5): 1795-1806.

[7]Yao, X, Zhu, J, Jiang Q*,Yao, Q*, et al. RUL prediction method for rolling bearing using convolutional denoising autoencoder and bidirectional LSTM [J]. Measurement Science and Technology, 2024, 35(3): 035111.

[8]姚琴*,刘永寿,马尚君,等.基于运动学分析的行星滚柱丝杠副应力循环规律[J].华南理工大学学报（自然科学版）, 2021, 49(9): 135-144.

[9]Zhang M, Zhang Z, Xia S, Li X,Yao Qand Yin Z. An active learning strategy of reliability-based design and optimization by parallel adaptive sequential importance candidate region method[J].Structural and Multidisciplinary Optimization, 2024, 67(2): 14.

[10]Fan X, Liu Y,Yao Q, et al.Time-Variant Reliability Analysis with an Adaptive Single-Loop Kriging Combined with Directional Sampling Method [J]. International Journal of Computational Methods, 2024: 2450004.

[11]Zhang M, Zhang Z, Xia S, Li X,Yao Qand Yin Z. Computational fluid dynamics-based design optimization of water scooping system in amphibious aircraft by a parallel active learning surrogate model [J].Ocean Engineering, 2024, 295: 116820.

[12]Zhang M,Yao Q, Sun S, et al.An efficient strategy for reliability-based multidisciplinary design optimization of twin-web disk with non-probabilistic model [J]. Applied Mathematical Modelling, 2020, 82: 546-572.

[13]Guo Q, Liu Y, Chen B,Yao Q. A variable and mode sensitivity analysis method for structural system using a novel active learning Kriging model[J].Reliability Engineering & System Safety. 2020: 107285.

[14]Zhang M,Yao Q, Sheng Z, et al. A sequential reliability assessment and optimization strategy for multidisciplinary problems with active learning kriging model [J]. Structural and Multidisciplinary Optimization, 2020, 62(6): 2975-2994.

2、发明专利：

[1]一种行星滚柱丝杠副的不确定性分析方法及系统，授权，第一发明人。

[2]行星滚柱丝杠副的多目标优化方法、介质、设备及系统，授权，第一发明人。

四、代表性科研项目

一、纵向项目

[1]国家自然科学基金青年项目，2024/01-2026/12，主持。

[2]中国博士后科学基金会面上资助项目，2024/01-2025/12，主持。

[3]苏州科技大学自然科学类校级科研基金项目，2021/12-2024/12，主持。

[4]江苏省自然科学基金青年项目，2024/07/-2027/06，参与。

二、人才项目

[1]江苏省高层次创新创业人才引进计划（双创博士）项目；

[2]江苏省科技副总项目。