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个人简介

杨懿,女,中共党员。北京航空航天大学可靠性与系统工程学院教授、博士生导师。担任可靠性与环境工程国防科技重点实验室主任助理。2008年10月毕业于南京理工大学自动化学院,获工学博士学位。2013年1月至今,任北京航空航天大学直评副教授、教授。兼任中国自动化学会委员会委员、中国工业控制系统信息安全专业委员会委员、赛博协同创新中心 Cyber学者,2013年7月至今任中国自动化学会青年工作委员会秘书长 ,2020年至今任中国人工智能学会智能空天系统专业委员会副秘书长。 近年来在TNNLS、IEEE汇刊等自动化及人工智能等领域的国际重要期刊发表学术论文70余篇,其中SCI收录36篇,EI收录30篇。在CRC出版英文专著1部,参与编写学术著作3部。在IEEE Transactions on Fuzzy Systems、Applied Soft Computing等国际重要期刊担任审稿人。以负责人身份主持国家自然科学基金资助4项,包括青年基金1项、面上项目2项、重大研究计划培育项目1项。主持国家某预研基金3项,国防重点实验室基金2项,参与完成多项重大工程项目,曾获得军队科技进步奖二等奖。 教育经历 2005.9 -- 2008.6 南京理工大学 控制科学与工程 博士研究生毕业 博士学位 2002.9 -- 2005.6 军械工程学院 控制科学与工程 研究生班毕业 硕士学位 1995.9 -- 1999.7 航天工程大学 计算机科学与技术 大学本科毕业 学士学位 工作经历 2020.1 -- 2022.7 北京航空航天大学 可靠性与系统工程学院 教授 2016.3 -- 2017.3 英属哥伦比亚大学 电子与计算机工程学院 访问学者 全职 2014.10 -- 2014.12 香港中文大学 机械与自动化工程学系 访问学者 全职 2014.7 -- 2014.9 香港城市大学 机械电子工程系 访问学者 全职 2013.1 -- 2019.12 北京航空航天大学 可靠性与系统工程学院 直评副教授 全职 2011.12 -- 2012.12 西悉尼大学 访问学者 全职 2008.11 -- 2011.11 北京航空航天大学 可靠性与系统工程学院 博士后 全职

研究领域

大数据与人工智能;复杂系统多源数据融合、特征提取;飞行器故障机理、无人机自主感知、仿生构型无人机抗干扰控制

近期论文

查看导师最新文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

杨懿,曾挺婷,刘维.Instantaneous Availability Analysis of Maintenance Process Based on Semi-Markov Model.[会议录]:10th International Conference on Mobile Wireless Middleware, Operating Systems and Applications,2022 杨懿,刘维,曾挺婷,黄思雨.Location and inventory optimization model of spare parts warehouse based on uncertainty theory.[会议录]:1st International Conference on Mechanical System Dynamics,2022 杨懿,顾佳颖,黄思雨.Application of Uncertain AHP Method in Analyzing Travel Time Belief Reliability in Transportation Network.[期刊]:Mathematics,2022 杨懿,Wei Liu,曾挺婷,Xue Wang.An Improved Stacking Model for Equipment Spare Parts Demand Forecasting Based on Scenario Analysis.[期刊]:Scientific Programming,2022 杨懿,顾佳颖,黄思雨,刘维,郭霖瀚.Spare Parts Transportation Optimization Considering Supportability Based on Uncertainty Theory.[期刊]:Symmetry-Basel,2022,14(5) 杨懿,黄思雨,陈骁,张清源,刘维.Analyzing Travel Time Belief Reliability in Road Network Under Uncertain Random Environment.[期刊]:Soft Computing,2021,25(15):10053-10065 杨懿,黄思雨,陈浩然,郭霖瀚,陈骁,刘维.Belief Reliability Analysis of Traffic Network: An Uncertain Percolation Semi-Markov Model.[期刊]:Journal of the Franklin Institute,2021,in press Liu Kangkai,Bai Guanghan.A Complex Networks Approach for Reliability Evaluation of Swarm Systems Under Malicious Attacks.[期刊]:IEEE ACCESS,2020,8:81209-81219 赵亮,Tao Yang,Jie Zhang,Zhikui Chen,Z. Jane Wang.Co-Learning Non-Negative Correlated and Uncorrelated Features for Multi-View Data.[期刊]:IEEE Transactions on Neural Networks and Learning Systems,2020,32(4):1486-1496 Jilong Zhong,Hillel Sanhedrai,Fengming Zhang,杨懿,Shunkun Yang,李大庆.Network Endurance Against Cascading Overload Failure.[期刊]:Reliability Engineering and System Safety,2020,201:106916 文美林,Chen Yubing,康锐,Zhang Yanbo.Resilience-based Component Importance Measures.[期刊]:International Journal of Robust and Nonlinear Control,2019,30(11):4244-4254 文美林,Chen Yubing,康锐,Guo Miaomiao.Optimization of Spares Varieties in the Uncertain Systems.[期刊]:Journal of Intelligent & Fuzzy Systems,2020,38(3):3489-3499 ,Qianbin Li,Xuefeng Chen,康锐.Fluctuation Analysis of Instantaneous Availability for the Parallel Repairable Systems.[期刊]:IEEE ACCESS,2019,7:53358-53364 Yu Wang,郭霖瀚,文美林,杨懿.Availability Analysis for A Multi-component System with Different K-out-of-n:G Warm Standby Subsystems Subject to Suspended Animation.[期刊]:Eksploatacja i Niezawodnosc – Maintenance and Reliability,2019,21(2):289-300 郭霖瀚,Yu Wang,Dandan Kong,Zhiyuan Zhang.Decisions on Spare Parts Allocation for Repairable Isolated System with Dependent Backorders.[期刊]:Computers & Industrial Engineering,2018,127:8-20 ,Ren Sichao,Fang Guimei,康锐.Numerical Simulation on the Existence of Fluctuation of Instantaneous Availability.[期刊]:Transactions of the Canadian Society for Mechanical Engineering,2016,40(5):703-713 杨懿,徐威,魏昆仑.Reliability Evaluation of Wireless Multimedia Sensor Networks(WMSN) Based on Instantaneous Availability.[期刊]:International Journal of Distributed Sensor Networks,2018,14(11):1-11 杨懿,文美林,徐威.Reliability Modeling and Evaluation of Cyber-Physical System (CPS) Considering Communication Failures.[期刊]:Journal of the Franklin Institute,2018:1-16 ,Li Qianbin.The Mathematical Model and Numerical Solution of Instantaneous Availabilities for the two-unit Series Repairable System and Parallel Repairable System with three States.[期刊]:Applied Sciences,2018,8(10):1759-1760 杨懿,陈洋.Analysis of Instantaneous Availability of Communication System Based on the Influence of Support Equipment.[期刊]:International Journal of Communication Systems,2018,31(16):1-14 杨懿,魏昆仑,王嗣鑫.Multi-objective Chance Constrained Programming of Spare Parts Based on Uncertainty Theory.[期刊]:IEEE Access,2018,6:50049-50054 郭霖瀚,Wang Yu,杨懿.Availability Modeling of Two-Component Repairable Systems Subject to Switch-Off.[期刊]:IEEE Access,2018,6:11452-11463 ,Lu Junwei.Robust H∞ Filtering for A Class of Uncertain Markovian Jump Systems with Time Delays.[期刊]:MATHEMATICAL PROBLEMS IN ENGINEERING,2013,2013:1-8 .New Exponential Stability Conditions of Switched BAM Neural Networks with Delays.[期刊]:MATHEMATICAL PROBLEMS IN ENGINEERING,2013,2013:1-9 文美林,康锐,杨懿.Data Envelopment Analysis with Uncertain Inputs and Outputs.[期刊]:Journal of Applied Mathematics,2014,2014:1-7 Chen Hongxia,杨懿.A Fatigue and Low-energy Shock-based Approach to Predict Fatigue Life.[期刊]:Journal of Mechanical Science and Technology,2014,28(10):3977-3985 陈云霞(教师),Yang Zhou,康锐,杨懿.Consistency Analysis of Accelerated Degradation Mechanism Based on Gray Theory.[期刊]:Journal of Systems Engineering and Electronics,2014,25(2):322-331 文美林,康锐,杨懿.The Capacitated Facility Location-allocation Problem Under Uncertain Environment.[期刊]:Journal of Intelligent & Fuzzy Systems,2015,29(5):2217-2226 文美林,康锐,杨懿.Sensitivity and Stability Analysis of the Additive Model in Uncertain Data Envelopment Analysis.[期刊]:Soft Computing,2015,19(7):1987-1996 文美林,Han Qiao,康锐.Uncertain Optimization Model for Multi-echelon Spare Parts Supply System.[期刊]:Applied Soft Computing,2017,56:646-654 ,Wang Qingzhi,杨懿.Robustly resilient memory control for time-delay switched systems under asynchronous switching.[期刊]:Transactions of the Institute of Measurement & Control,2017,39(9):1355-1364 Ren Hangli,Hou Linlin,杨懿.Finite-Time Resilient Decentralized Control for Interconnected Impulsive Switched Systems with Neutral Delay.[期刊]:Isa Transactions,2017,67(19):19-29 ,Zhang Qingyuan,康锐,杨懿.Some new ranking criteria in data envelopment analysis under uncertain environment.[期刊]:Computers & Industrial Engineering,2017,110:498-504 Ren Sichao,陈洋,杜永强.Fluctuation analysis of instantaneous availability under specific distribution.[期刊]:Neurocomputing,2017,270:152-158 ,Chen, Zhikui,杨懿.Parameter-Free Incremental Co-Clustering for Multi-Modal Data in Cyber-Physical-Social Systems.[期刊]:IEEE Access,2017,5:21852-21861 文美林,Zu Tianpei,Guo Miaomiao,杨懿.Optimization of Spare Parts Varieties Based on Stochastic DEA Model.[期刊]:IEEE Access,2018,6(99):22174-22183 Zu Tianpei,康锐,杨懿.An optimal model using data envelopment analysis for uncertainty metrics in reliability.[期刊]:Soft Computing,2018,22(16):5561-5568 Zhao, Liang,Chen, Zhikui,Jane Wang, Z,Leung, Victor C.M.Incomplete Multi-View Clustering via Deep Semantic Mapping.[期刊]:Neurocomputing,2018,275:1053-1062 L. Zhao,Z. Chen,Liang Zou,Z. Jane Wang.ICFS Clustering With Multiple Representatives for Large Data.[期刊]:IEEE Transactions on Neural Networks and Learning Systems,2018:1-11

学术兼职

中国自动化学会青年工作委员会秘书长 赛博协同创新中心 Cyber学者 中国自动化学会人工智能与机器人教育专业委员会常务副秘书长 中国人工智能学会智能空天系统专业委员会副秘书长

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