杨军
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职???????称?????????研究员、博士生导师
行政职务?????????/
所在机构?????????工程系统工程系
座???????机?????????
办公地址?????????为民楼536
电子邮箱?????????tomyj2001@buaa.edu.cn
个人主页????????

--> 研究方向
装备质量可靠性监控评估与优化 教育背景
2015.7-今，北京航空航天大学可靠性与系统工程学院，研究员2013.7-今，北京航空航天大学可靠性与系统工程学院，博士生导师2010.7-2015.6, 北京航空航天大学可靠性与系统工程学院，高工2006.7-2010.6, 北京航空航天大学工程系统工程系，讲师2001.9-2006.7，中国科学院数学与系统科学研究院，获理学博士学位 1994.9-1998.7，烟台大学数学与信息科学系，获理学学士学位 2013.8-2014.8，香港城市大学工业系统工程及工程管理系，Visiting Fellow2008.11-2009.3，新加坡国立大学工业与系统工程系，Research Fellow 学术兼职
全国统计方法应用标准化技术委员会(SAC/TC21)委员（2019.11-2024.11）全国统计教材编审委员会第七届委员会专业委员(2018-2022)中国现场统计研究会(国家一级学会)第十届理事会理事/副秘书长(2018-2021)中国现场统计研究会可靠性工程分会第八届理事会常务副理事长 (2015-2019)中国系统工程学会系统可靠性专业委员会秘书长(2018-2022)中国运筹学会可靠性分会第九届理事会常务理事(2015-2020) 中国统筹法优选法及经济数学学会工业工程分会常务理事(2018-2022)Applications and Applied Mathematics: An International Journal（AAM）等3份国际期刊编委 讲授课程
本科生：《系统可靠性信息分析技术》 研究生：《可靠性数学基础》、《统计过程控制》、《可靠性数据分析》 奖励与荣誉
2018年获北京市高等教育教学成果奖二等奖（排名第3/质量与可靠性国防特色专业质量工程课程体系十年探索与实践）;2018年获Outstanding contribution in reviewing of “Reliability Engineering and System Safety(SCI杂志)"; 2018年获Outstanding contribution in reviewing of “Applied Mathematical Modelling(SCI杂志)"; 2017年入选北航人才支持计划；2017年获中国船舶重工集团公司科学技术二等奖（排名第3);2016年度国防科技进步二等奖(排名第1)；2015年 Outstanding Reviewer of "Computers & Industrial Engineering(SCI杂志)"; 2015年获国防科技进步三等奖（排名第3);2011年获北航优秀硕士学位论文指导教师；2010年获国防科技进步二等奖（排名第2）； 2010年获北航“蓝天新星”。 学术成果
已出版《统计质量控制》、《可靠性数据分析》与《可靠性数据分析教程》等著作3部，主持起草国家标准1份，参加起草国家标准3份，发表学术论文80多篇，包括46篇SCI与30余篇EI（详细目录附后），其中Q1区论文20篇，Q2区论文11篇；已授权国家发明专利13项，获得软件著作权1项；已主持完成国家自然科学基金1项、国防技术基础4项、包括领航创新基金在内的高校基本科研业务费3项；参与完成国家自然科学基金2项、总装预先研究3项，同时参与完成多项工程科研课题的研究。正在主持开展国家自然科学基金面上项目1项，国防技术基础1项，国家重点研发计划子课题1项等。★目前主持的纵向科研课题: ·国家自然科学基金面上项目：分层异质移动自组织网络可靠性和抗毁性建模与优化研究(**)[2020-2023] ·国家自然科学基金面上项目：基于过程状态特征和广义推断的统计过程控制方法研究(**)[2017-2020] ·国防技术基础项目：基于状态特征的军工产品制造阶段质量和可靠性控制技术研究[2019-2021] ·国家重点研发计划子课题：生产过程质量数据统计分析方法标准研制[2017YFF**][2017-2020] 努力提高研究生培养质量，从开题到答辩深度剖析，形成日常讨论班与关键节点讨论监督相结合的师生研讨机制，学生培养效果初现，多位同学获得国家奖学金、出国留学基金和校级奖励资助，例如，翟庆庆、余欢、吴胜娜、郝松华、项石虎等同学获得国家奖学金，郝松华获得出国留学基金，翟庆庆获得校级优秀博士论文，李涛获得校级优秀硕士论文等；同时，多位同学在国外召开的国际会议上获奖，例如：项石虎同学获得国际会议RAMS2018最佳学生论文奖，程辰同学获得国际会议 ICAII 2018的最佳演讲奖。 积极开展对外合作交流，曾先后访问新加坡国立大学和香港城市大学，与香港城市大学谢旻教授、新加坡国立大学董润桢教授、法国Grenoble Institute of Technology的Christophe Bérenguer 教授、Troyes University of Technology的Antoine Grall教授、Lule? University of Technology的林静教授等开展紧密合作交流；在对外学术合作交流的基础上，着力推进学生对外学习交流，努力提升学生培养质量，例如，郝松华同学于2018年9月赴法国Grenoble Institute of Technology开展为期1年访问交流学习；黄硕同学已作为北航和香港城市大学的联合培养博士，从2016年9月份起，在香港城市大学学习交流2年；王梅青同学(2016)和程辰同学(2018)先后赴西班牙马德里理工大学(The Technical University of Madrid)开展为期5个月的对外交流学习；受学校博士生短期访学资助，余欢同学于2016年12月份赴瑞典吕勒奥理工大学(Lule? University of Technology)开展为期3个月的访问学习。招生需求： 每年拟招收1名博士生与2名硕士生，欢迎报考！招生要求： 1)对质量可靠性科学兴趣浓厚，数学英语能力强； 2)有钻劲有毅力，对人生未来执着追求。 ★著作/论文：(*表示通讯作者)■已录用待发表[1]Shihu Xiang; Jun Yang*,k-terminal Reliability of Ad Hoc Networks Considering the Impacts of Node Failures and Interference[J]. IEEE Transactions on Reliability, 2019. Accepted(SCI/Q1)[2]Shihu Xiang; Jun Yang*, Reliability Evaluation and Reliability-based Optimal Design for Wireless Sensor Networks[J]. IEEE Systems Journal, 2019. Accepted(SCI/Q1)[3]Yang Jun；Meng Fanbing; Hung Shuo*; Cui Yanhe. Process capability analysis for manufacturing processes based on the truncated data from supplier products[J].International Journal of Production Research, 2019. Online (SCI/Q1)[4]Shuo Huang; Jun Yang*; Min Xie. A double-sampling SPM scheme for simultaneously monitoring of location and scale shifts and its joint design with maintenance strategies. Journal of Manufacturing Systems, 2019. Accepted(SCI/Q1)■2019年论著：[1]杨军，郝松华，王浩. 基于统计量排序的和联系统可靠度精确置信下限估计方法，ZL 2.9, 2019年3月8日授权.[2]Songhua Hao, Jun Yang*, Christophe BERENGUER. Degradation analysis based on an extended inverse Gaussian process model with skew-normal random effects and measurement errors[J]. Reliability Engineering and System Safety, 189:261-270, 2019(SCI/Q1)[3]Jun Yang, Lei Li, Yimeng Shi, and Xiaolei Xie*. An ARIMA Model with Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia. IEEE Journal of Biomedical and Health Informatics,23(3):1251-1260, 2019(SCI/Q1)[4]Hao S, Yang J*. Dependent Competing Failure Modeling for the GIL Subject to Partial Discharge and Air Leakage with Random Degradation Initiation Time[J]. IEEE Transactions on Reliability, 2019. 68(3): 1070-1079(SCI/Q1)[5]Shihu Xiang; Jun Yang*. An Adaptive Use Strategy for Solid-State Lasers by Combining Maximum Likelihood Estimation With Model Predictive Control, IEEE Access, 2019,7:145901-145909(SCI/Q1)[6]Xuefeng Kong; Jun Yang*. Remaining Useful Life Prediction of Rolling Bearings Based on RMS-MAVE and Dynamic Exponential Regression Model, IEEE Access, 2019,7:169705-169714(SCI/Q1)[7]Jun Yang , Lei Li , Yimeng Shi , and Xiaolei Xie*. An ARIMA Model With Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 23(3):1251-1260(SCI/Q1)[8]杨军,孔雪峰. 一种基于环境折合的加速可靠性试验方案设计方法, ZL ZL0.8, 2019年11月授权.■2018年论著：[1] Shihu Xiang; Jun Yang*,Performance reliability evaluation for mobile ad hoc networks, Reliability Engineering and System Safety, 169:32-39,2018(SCI/Q1) [2] Huan Yu; Jun Yang*; Zhao Yu. Reliability of nonrepairable phased-mission systems with common bus performance sharing, JOURNAL OF RISK AND RELIABILITY, 232: 1-14, 2018(SCI/Q2) [3]Songhua Hao; Jun Yang*. Reliability analysis for dependent competing failure processes with changing degradation rate and hard failure threshold levels, Computers & Industrial Engineering, 118:340-351,2018(SCI/Q1)[4]Songhua Hao; Jun Yang*. A Novel Quality Requirement Design Method for the Quality Characteristic of Rubber Products Based on the Reliability Constraint, IEEE ACCESS, V6:17887-17895,2018(SCI/Q1)[5]Songhua Hao, Jun Yang*, Christophe Berenguer. Nonlinear step-stress accelerated degradation modelling considering three sources of variability, Reliability Engineering and System Safety, 172:207–215,2018(SCI/Q1)[6]Zhai Qingqing, Xing Liudong, Peng Rui*, Yang Jun. Aggregated combinatorial reliability model for non-repairable parallel phased-mission systems.Reliability Engineering & System Safety,176:242-250, 2018(SCI/Q1)[7]杨军，刘秀亭，习文，赵宇，王静. 一种基于D_最优内表设计的田口试验设计方法，国家发明专利，专利号：ZL 7.1, 2018年4月27日授权.[8]杨军，刘秀亭，黄硕.一种基于D-最优设计的逐批投入试验设计方法.专利号：ZL 2016 1 **.X，2018年10月23日授权.[9]Jun Yang, Xiao Shi*, Jianchun Zhang.A new processing method for accelerated degradation data based on quantile regression and pseudo-failure lifetime,Microelectronics Reliability, 2018, 88-90: 1141-1145(SCI/Q2)[10]Shuo Huang, Jun Yang*, Amitava Mukherjee. Distribution-free EWMA schemes for simultaneous monitoring of time between events and event magnitude. Computers & Industrial Engineering 126 (2018) 317–336 (SCI/Q1)[11]杨军,郝松华,王浩. 基于统计量排序的和联系统可靠度精确置信下限估计方法,专利号:ZL20**,2018年11月28日授权.■2017年论著：[1]Jun Yang*, Lei Li, Liying Yang, Jiaqiang Li. Uniform Design for the Parameters Optimization of Pin-fins Channel Heat Sink, Applied Thermal Engineering. 120:289–297,2017(SCI/Q1) [2]Songhua Hao, Jun Yang*, Xiaobing Ma, Yu Zhao. Reliability modeling for mutually dependent competing failure processes due to degradation and random shocks,Applied Mathematical Modelling. 51:232-249, 2017(SCI/Q1) [3]Huan Yu; Jun Yang*; Jing Lin; Yu zhao. Reliability evaluation of non-repairable phased-mission common bus systems with common cause failures, Computers & Industrial Engineering 111: 445–457,2017(SCI/Q1) [4]Shihu Xiang; Jun Yang*; Lijuan Shen. Designing Adaptive Accelerated Life Tests Using Bayesian Methods, QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 33: 2269-2279, 2017(SCI/Q2) [5] Huang, Shuo; Yang, Jun* ; Xie, Min. A Study of Control Chart for Monitoring Exponentially Distributed Characteristics Based On Type-II Censored Samples, QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 33(7): 1513~1526, 2017(SCI/Q2)■2016年论著：[1]Huan Yu; Jun Yang*; Rui Peng; Yu Zhao. Linear multi-state consecutively-connected systems constrained by m consecutive and n total gaps, Reliability Engineering and System Safety. 150:35–43,2016(SCI/Q1)[2]Qingqing Zhai, Zhi-Sheng Ye*, Jun Yang, Yu Zhao. Measurement errors in degradation-based burn-in.Reliability Engineering and System Safety, 150:126–135,2016(SCI/Q1) [3]杨军，李大宇，赵宇. 零膨胀泊松分布参数的一种稳健估计方法，国家发明专利，专利号：ZL 4.6,2016年已授权。 [4]Yang Jun*, Huan Yu, Cheng Yuan, Xie Min.Design of Gamma charts based on average time to signal, Quality and Reliability Engineering International. 32:1041–1058,2016(SCI/Q2) [5]杨军，秦晋，赵宇. 一种基于竞争失效的通信系统可靠性统计试验方案的设计方法，国家发明专利，专利号：ZL 5.3, 2016已授权.[6]杨军，余欢，赵宇. 一种右截尾型寿命数据分布选择方法，国家发明专利，专利号：ZL 8.4, 2016已授权.[7]Rui Peng, Qingqinq Zhai, Liudong Xing & Jun Yang. Reliability analysis and optimal structure of series-parallel phased-mission systems subject to fault-level coverage. IIE Transactions, 48(8):736-746,2016(SCI) [8]Hao Wang, Jun Yang*, Songhua Hao. Two Inverse Normalizing Transformation Methods for the Process Capability Analysis of Non-normal Process Data, Computers & Industrial Engineering, 102:88–98, 2016(SCI/Q1)[9]Zhai, Qingqing; Yang, Jun; Peng, Rui; Zhao, Yu. Multi-valued decision diagram based reliability modeling of warm standby systems. Journal of Beijing University of Aeronautics and Astronautics, 42(3):459-464, 2016 (EI)■2015年论著：[1]Yang Jun*, Yu Huan, Cheng Yuan, Xie Min. Design of exponential control charts based on average time to signal using a sequential sampling scheme, International Journal of Production Research. 53(7): 2131-2145, 2015(SCI)[2]Qingqing Zhai, Jun Yang*, Rui Peng, Yu Zhao. A study of optimal component order in a general 1-out-of-n warm standby system. IEEE Transactions on Reliability. 64(1):349-358,2015(SCI/Q1) [3]杨军，弯梦雅，费思邈，赵宇. 一种功能解析和机理分析的故障判据确定方法，国家发明专利，专利号：ZL 2.1，2015已授权.[4]杨军，刘秀亭，余欢.一种基于经验分布函数的不等组距直方图的绘制方法，国家发明专利，专利号：ZL 0.0，2015已授权.[5]典型工艺稳定性控制软件[简称：CRCA],软著等字第**号，2015年6月2日。[6]杨军，吴胜娜，赵宇. 一种指数分布的串联系统可靠度置信下限估计方法，国家发明专利，专利号：ZL 7.X，2015已授权.[7]Zhai, Q., L. Xing, R. Peng and J. Yang (2015). Multi-valued decision diagram-based reliability analysis of k-out-of-n cold standby systems subject to scheduled backups. IEEE Transactions on Reliability 64(4), 1310-1324(SCI/Q1) [8]Yang Jun*, Gang Tingting, Cheng Yuan, Xie Min. Process capability indices based on the highest density interval， Quality and Reliability Engineering International. 2015, 31:1327–1335(SCI/Q2)[9]Zhai qingqing, Peng rui, Xing liudong, Yang Jun. Reliability of demand-based warm standby systems subject to fault level coverage,Applied Stochastic Models in Business and Industry.31(3):380-393,2015(SCI)■2013年论著：[1]RUI PENG,QINGQING ZHAI, LIUDONG XING and JUN YANG. Reliability of 1-out-of-(n+1) Warm Standby Systems Subject to Fault Level Coverage，International Journal of Performability Engineering, 9(1):117-120, 2013（EI）[2]Yinsheng Yang, Changqing Guo, Yun Cheng, Jun Yang. Application of DEA-DA Model and Method on Quality Control in Production Process, Applied Mechanics and Materials Vols. 300-301:1529-1532, 2013(EI)[3]Ting-ting Gang, Jun Yang*, Yu Zhao. Multivariate Control Chart Based on the Highest Possibility Region, Journal of Applied Statistics,40(8):1673–1681,2013(SCI)[4]Jun Yang,Tingting Gang,Yu Zhao. Availability of a periodically inspected system maintained through several minimal repairs before a replacement or a perfect repair,Abstract and Applied Analysis,Volume 2013 (2013), Article ID 741275, 6 pages(SCI)[5]王宗仁,杨军,陈宇，张卫方. 载荷对高温合金GH4169/K417间接触热导影响研究[J]. 稀有金属材料与工程. Vol.42, No.5,1033-1037.(SCI)[6]Qingqing Zhai, Rui Peng, Liudong Xing and Jun Yang. Binary decision diagram-based reliability evaluation of k-out-of-(n+k) warm standby systems subject to fault level coverage.Journal of Risk and Reliability,227(5) 540–548,2013(SCI/Q2)[7]Shen Lijuan, Yang Jun*, Zhao Yu. Simultaneous Optimization of Robust Parameter and Tolerance Design based on Generalized Linear Models， Quality and Reliability Engineering International,29:1107-1115,2013(SCI/Q2)[8]Jin Qin, Jun Yang, Yanwu Guo,Le Li and Rui Peng. Reliability of Circular Consecutively Connected Systems. International Journal of Performability Engineering, Vol.9(4):462-464, 2013（EI）[9]Wang Zongren, Yang Jun, Wang Shuang, Zhang Weifang. Compensation Heating Technology for Experimental Investigation of thermal contact conductance across GH4169/K417 interface[J]. 稀有金属材料与工程, 42(8): 1572-1575,2013(SCI)■2012年论著：[1]杨军，丁文兴，马小兵，赵宇 编著. 统计质量控制[M]，中国质检出版社/中国标准出版社, 2012[2]Gang Tingting, Yang Jun, Zhao Yu. Study of variation equivalence in machining process,Advanced Materials Research, vol:468-471, pp:1257-1261, 2012, Automation Equipment and Systems.(EI)[3]Wang Zongren,Yang Jun,Chen Yu,Zhang Weifang. Experimental study of thermal contact conductance across solid/solid interface. Advanced Materials Research, vol: 503-504, pp:1082-1085, 2012, Frontiers of Manufacturing Science and Measuring Technology II(EI)[4]Wang Zongren, Yang Jun, Yang Ming-yuan, Zhang Weifang. Investigation on Thermal Contact Conductance Based on Data Analysis Method of Reliability [J]. Chinese Journal of Aeronautics,25(5):791-795, 2012(SCI/Q1)[5]Zongren WANG, Jun YANG, Mingyuan YANG and Weifang ZHANG. Experimental Study of Thermal Contact Conductance Based on Heat Transfer Theory with Variable Thermal Conductivity [J]. Journal of Testing and Evaluation, 40(4):677-681,2012(SCI)[6]Jin Qin, Jun Yang. A new goodness-of-fit test for grouped data. Advanced Materials Research.Vol569,pp:455-460,2012(EI)[7]Jun Yang, Xin Zhang. Zero-inflated Poisson model with grouped data, Advanced Materials Research. Vol.569,pp:627-631,2012(EI)[8] Tingting Gang, Jun Yang*, Qing Gao, Yu Zhao and Jianbin Qiu. A Fuzzy Approach to Robust Control of Stochastic Non-Affine Nonlinear Systems,Mathematical Problems in Engineering, Vol:2012(12), Article ID 439805 (SCI) ■2011年论著：[1] 赵宇，杨军，马小兵编著. 可靠性数据分析[M]，国防工业出版社，2011[2] 申丽娟,杨军,赵宇. 基于方差传递模型的飞机蒙皮拉形工艺稳健设计,机械工业学报(EI)，47(1):145-151,2011(EI)[3] Jun Yang, Min Xie, Thong Ngee Goh. Outlier identification and robust parameter estimation of Zero-inflated Poisson model, Journal of Applied Statistics,38(02), pp:421-430,2011(SCI)[4] Jun Yang, Min Xie, Thong Ngee Goh. Control Limits Based on the Narrowest Confidence Interval, Communications in Statistics - Theory and Methods, 40(12):2172-2181(SCI)[5] 申丽娟,杨军,赵宇. 基于噪声分布等分位点和均匀设计的外表设计,机械工业学报(EI)，47(4):192-198,(EI)[6] 李进,赵宇,李文钊,杨军. 基于权重系数的液体火箭发动机可靠性验证方案,航空动力学报,26(4):931-934,(EI)[7] Shen lijuan, Yang Jun, Zhao Yu. An Integration Design Optimization Framework of Robust Design, Axiomatic Design and Reliability-based Design, Quality and Reliability Engineering International, 27(7):959-968.(SCI/Q2)[8]李涛, 杨军, 费思邈.探测器安全着陆风险评估与敏感性分析[J], 北京航空航天大学学报, 2011,V37(11): 1461-1464(EI)■2010年论著：[1] Shen Lijuan, Zhao Yu, Yang Jun. Mean square error criteria to multiple quality characteristics robust design by the weighted Tchebycheff method, Advanced Materials Research, Vols.118-120(2010), pp:881-884(EI, )[2] 李涛，杨军. 月球探测器安全着陆风险评估研究，中国航空学会可靠性工程分会第十二届学术年会论文集，2010[3]王斗文，陈玉忠，于振凡，张帆，杨军，王海鹰，丁文兴，宋桂兰，曾泽. GBZ 22553-2010 利用重复性、再现性和正确度的估计值评估测量不确定度的指南，中国标准出版社, 2010[4]丁文兴，张帆，谢田法，冯士雍，姜健，于振凡，白晓明，杨军，陈志民，郭冰，王在彬. GBT 22555-2010 散料验收抽样检验程序和抽样方案，中国标准出版社,2010■2009年论著：[1] 赵宇,杨军，马小兵编著.可靠性数据分析教程[M]，北京航空航天大学出版社，2009.6[2] 杨军,黄金,申丽娟,赵宇.利用相似产品信息的成败型产品Bayes可靠性评估,北航学报,35(7):786-788转847,2009(EI)[3] 黄敏，杨军，赵宇，唐素萍. 基于发动机系统可靠度的发动机组方案优化选择方法，北航学报,35(11):1287-1289,2009.11(EI)■2008年论著：[1] Yang Jun, Zou Guohua, Zhao Yu. Two Noniterative Algorithms for Computing Posteriors[J], Computational Statistics，23：443-453，2008(SCI)[2]杨军,赵宇,于丹.基于信仰推断的电子产品可靠性数据分析[J]，北航学报，34(9):995-998, 2008(EI) [3]杨军,申丽娟,黄金,赵宇.利用相似产品信息的电子产品可靠性Bayes综合评估[J]，航空学报，29(6):1550-1553, 2008(EI)[4]李学京，杨军. 基于可靠性增长试验信息的可靠性综合验证方法，宇航学报，29(3):1074-1079, 2008(EI)[5]杨军,赵宇. 辅助变量不完全情形下的回归插补及其方差估计[J]，系统工程理论与实践，28(1):146-150, 2008(EI)[6]杨军,赵宇.使用回答概率的回归插补[J]，工程数学学报，25(4):616-622, 2008[7]杨军,赵宇,丁文兴.抽样调查中缺失数据的插补方法[J]，数理统计与管理，27(5):821-832, 2008
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