杨乐昌
物流工程系
yanglechang@ustb.edu.cn
机电楼515
- 学 位:博士
- 所在系所:物流工程系
- 行政职务:
- 办公地点:机电楼515
- 办公电话:
- 电子邮箱:yanglechang@ustb.edu.cn
- 科研方向:系统工程与可靠性,不确定性优化问题
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本科生课程:供应链管理(双语)
人社部“香江学者”,中国运筹学会可靠性分会青年委员
教育经历:
2012.09-2017.07 北京航空航天大学,可靠性与系统工程学院,系统工程专业,获博士学位
2010.09-2012.07 北京航空航天大学,航空科学与工程学院,动力学与控制专业,硕博连读
2006.09-2010.07 北京航空航天大学,航空科学与工程学院,航空飞行器设计专业,获学士学位
工作经历:
2020.07-至今 集团,大阳城官网,副教授
2022.02-至今 香港城市大学,大阳城官网,Hong Kong Scholar
2020.01-2020.09 Leibniz University Hannover,Institute for Risk and Reliability,访问学者
2017.07-2020.07 集团,大阳城官网,讲师
代表性论著:
长期从事系统可靠性、机器学习、不确定性优化算法相关研究工作,在高内外高水平学术期刊公开发表论文30余篇。
[1] Lechang Yang*, Sifeng Bi, Matthias G. R. Faes, Matteo Broggi, and Michael Beer, Bayesian inversion for imprecise probabilistic models using a novel entropy-based uncertainty quantification metric, Mechanical Systems and Signal Processing, 2022, 162: 107954.
[2] Lechang Yang*, Pidong Wang, Wenhua Zhao, Chenxing Wang, Xiuli Wu, and Matthias G. R. Faes, On investigation of the Bayesian anomaly in multiple imprecise dependent information aggregation for system reliability evaluation, International Journal of Intelligent Systems, 2021, 36(6): 2895–2921.
[3] Lechang Yang*, Pidong Wang, Qiang Wang, Sifeng Bi, Rui Peng, Jasper Behrensdorf and Michael Beer, Reliability analysis of a complex system with hybrid structures and multi-level dependent life metrics, Reliability Engineering & System Safety, 2021, 209: 107469.
[4] Lechang Yang*, Yanling Guo, and Qiang Wang, Reliability assessment of a hierarchical system subjected to inconsistent priors and multilevel data, IEEE Transactions on Reliability, 2020, 69(1): 277-292.
[5] Lechang Yang*, and Yanling Guo, Combining pre- and post-model information in the uncertainty quantification of non-deterministic models using an extended Bayesian melding approach, Information Sciences, 2019, 502: 146-163.
[6] Lechang Yang*, Yanling Guo, and Zifan Kong, On the performance evaluation of a hierarchical-structure prototype product using inconsistent prior information and limited test data, Information Sciences, 2019, 485: 362-375.
[7] Lechang Yang*, Ketai He, and Yanling Guo, Reliability analysis to a non-linear rotor/stator contact system in the presence of aleatory and epistemic uncertainty, Journal of Mechanical Science and Technology, 2018, 32(9): 4089-4101.
[8] Lechang Yang*, Ketai He, and Yanling Guo, A Novel Bayesian Melding Approach for Reliability Estimation Subjected to Inconsistent Priors and Heterogeneous Data Sets, IEEE Access, 2018, 6(1): 38835-38850.
[9] Lechang Yang*, Ketai He, Yanhua Du, Yanling Guo and Pidong Wang, Reliability analysis to a satellite-Equipped harmonic gear drive subjected to multisource data and imbalanced information, International Journal of Aerospace Engineering, 2018, 4256302.
[10] Lechang Yang*, Jianguo Zhang, Yanling Guo and Qian Wang, Bayesian-based information extraction and aggregation approach for multilevel systems with multi-source data, Journal of Systems Engineering and Electronics, 2017, 28(2): 385-400.
[11] Lechang Yang*, Jianguo Zhang and Yanling Guo, Uncertainty representation and quantification for a nonlinear rotor/stator system with mixed uncertainties, Journal of Vibroengineering, 2016, 18(7): 4836-4851.
[12] Lechang Yang, Jianguo Zhang, Yanling Guo and Pidong Wang*, A Bayesian-based reliability estimation approach for corrosion fatigue crack growth utilizing the random walk, Quality and Reliability Engineering International, 2016, 32(7): 2519–2535.
[13] 杨乐昌*, 郭艳玲, 基于贝叶斯混合概率分布融合的系统可靠性分析与预测方法, 系统工程与电子技术, 2018, 40(7): 1660-1668.
[14] 杨乐昌, 张建国*, 孙京, 韩建超, 考虑参数随机分布特性的碰摩转子动力学与可靠性, 航空动力学报, 2014, 29(8): 1961-1967.
书籍著作:
[15] 杨乐昌, 王丕东, 宫綦, 张建国, 《结构可靠性分析与预测》, 国防工业出版社, 2019, ISBN 978-7-118-11866-7, 450千字.(译著)
科研项目:
主持国家自然科学基金、航空科学基金、中国博士后科学基金等多个科研项目,参与973、国家重点研发计划等一系列国家级重大项目的研究工作。
[16] 国家自然科学基金,“面向星载驱动装置的多层级联可靠性建模与分析理论”,在研,主持;
[17] 航空科学基金,“基于非完备信息的机载传动装置可靠性分析与评估”,在研,主持;
[18] 中国博士后科学基金面上资助(一等),“考虑非完备信息的星载天线定位机构可靠性建模与分析”,已结题,主持;
[19] 973计划项目,“航天工程中机构可靠性及其动力学和系统控制基础研究”,已结题,参加。
成果与荣誉:
[1]2022年,第8届可靠性工程与风险管理国际研讨会(8th International Symposium on Reliability Engineering and Risk Management,ISRERM)技术委员会委员(International Technical Committee Member)
[2]2021年,中国运筹学会可靠性分会青年委员
[3]2021年,入选人社部、博管会“香江学者”计划
[4]2021年,第11届质量、可靠性、风险、维修性及安全工程国际会议(QR2MSE)及第4届可靠性与系统工程国际会议(ICRSE)分会场主席
[5]2021年,预测与系统健康管理国际会议(IEEE Global Reliability & Prognostics and Health Management Conference,PHM 2021 Nanjing)分会场主席(Session Chair)
[6]2019年,第29届欧洲安全性与可靠性年会(European Safety and Reliability Conference,ESREL)分会场主席(Session Chair)
[7]2019年,故障预测与系统健康管理国际会议(Prognostics and System Health Management Conference,PHM 2019 Paris)最佳论文奖(Best paper award)
长期担任《Reliability Engineering & System Safety》、《International Journal of Intelligent Systems》、《Mechanical Systems and Signal Processing》、《Information Sciences》等国际期刊审稿人