副教授,硕士生导师。
2020年1月博士毕业于北航系统工程专业,2020年3月-2023年5月在北航力学流动站从事卓越百人博士后工作,2023年6月入职北航可靠性与系统工程学院。近年来在IISE Transactions、Mechanical Systems & Signal Processing、Measurement、Reliability Engineering & System Safety、IEEE Transactions on Reliability、Structural and Multidisciplinary Optimization、Ocean Engineering、Atmospheric Environment等工业工程、机械工程、质量和可靠性、环境工程等领域国际顶级期刊上发表论文30余篇,授权发明专利10余项,参与编制国家军用标准1项。主持国家自然科学基金、GF重点实验室基金、GF稳定支持科研、航空/航天/兵器/船舶等领域科研项目10余项,参与国家自然科学基金、GF技术基础、ZB预研等项目20余项。担任中国现场统计研究会可靠性工程分会理事,《ZB环境工程》青年编委、《Journal of Reliability Science and Engineering》青年编委。
招生计划
招生专业方向包括但不限于工业工程、机械工程、安全工程、管理科学与工程、统计学等。
研究领域
1. 加速寿命试验设计与分析
2. 随机退化建模与故障预测
3. 寿命和可靠性验证与评估
4. 复杂环境效应建模与预测
5. 统计机器学习及其应用
荣誉奖励
1. 省部级科技进步一等奖,2024年
2. 省部级科技进步二等奖,2022年
3. 北航优秀博士学位论文奖,2021年
4. 博士研究生国家奖学金,2019年
代表性论文
[1]. Wang H, Liao H, Ma X*, Bao R, Zhao Y. A new class of mechanism-equivalence-based Wiener process models for reliability analysis. IISE Transactions, 2023, 55(2): 129-146. [featured in 1/2023 ISE Magazine]
[2]. Wang H, Ma X*, Bao R, Zhou K. Mechanism equivalence analysis for accelerated degradation tests based on Tweedie exponential dispersion process. Quality Technology & Quantitative Management, 2022, 19(6): 722-748.
[3]. Wang H, Liao H, Ma X*. Stochastic multi-phase modeling and health assessment for systems based on degradation branching processes. Reliability Engineering & System Safety, 2022, 222: 108412.
[4]. Wang H, Liao H, Ma X*, Bao R. Remaining useful life prediction and optimal maintenance time determination for a single unit using isotonic regression and gamma process model. Reliability Engineering & System Safety, 2021, 210: 107504.
[5]. Wang H, Liao H, Ma X*. Remaining useful life prediction considering joint dependency of degradation rate and variation on time-varying operating conditions. IEEE Transactions on Reliability, 2021, 70(2): 761-774.
[6]. Wang H, Ma X*, Zhao Y. An improved Wiener process model with adaptive drift and diffusion for online remaining useful life prediction. Mechanical Systems & Signal Processing, 2019, 127: 370-387.
[7]. Wang H, Zhao Y, Ma X*, Wang Z. A novel pseudo-maximum likelihood estimation method for accelerated degradation tests under Wiener process. Quality & Reliability Engineering International, 2018, 35: 304-317.
[8]. Wang H, Zhao Y, Ma X*, Wang H. Optimal design of constant-stress accelerated degradation tests using the M-optimality criterion. Reliability Engineering & System Safety, 2017, 164: 45-54.
[9] Ma X, Yan B, Wang H*, Liao H. Decision-level machinery fault prognosis using N-BEATS-based degradation feature prediction and reconstruction. Mechanical Systems & Signal Processing, 2023, 198: 110435.
[10] Ma X, Yan B, Wang H*, Liao H. A hybrid prognostic method for rotating machinery under time-varying operating conditions by fusing direct and indirect degradation characteristics. Measurement, 2023, 214: 112831.
学术主页
Researchgate:https://www.researchgate.net/profile/Wang-Han-4
学术兼职
中国机械工程学会高级会员
中国力学学会会员
担任TIE、TII、RESS、ITR、QREI、MSSP、AMM、NRL等国际期刊审稿人
Associate Professor
Supervisor of Master's Candidates
E-Mail:
Date of Employment:2023-06-05
School/Department:可靠性与系统工程学院
Education Level:博士研究生
Business Address:为民楼636室
Gender:Male
Degree:Doctoral Degree in Engineering
Status:Employed
Academic Titles:副教授
Alma Mater:北京航空航天大学
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