Wang Han
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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等工业工程、机械工程、质量和可靠性等领域国际顶级期刊上发表论文20余篇,授权发明专利10余项。主持国家自然科学青年基金、全国重点实验室基金等科研项目6项,参与自然科学基金、国防技术基础、稳定支持科研、型号研制等项目10余项。


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,排名5/15

2. 省部级科技进步二等奖,2022年,排名8/10

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

中国现场统计研究会可靠性工程分会理事

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等国际期刊与北航学报、兵工学报、装备环境工程等国内期刊审稿人

Personal information

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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