胡庆培 男 研究员/博导 中国科学院数学与系统科学研究院
电子邮件: qingpeihu@amss.ac.cn
通信地址: 北京市海淀区中关村东路55号思源楼204
邮政编码: 100190
研究领域
统计学,工业统计,系统可靠性
教育背景
2003.06--2007.07 新加坡国立大学 博士
1999.09--2003.03 北京航空航天大学 硕士
1995.09--1999.07 北京航空航天大学 学士
工作经历
2024.04-至今 中国科学院数学与系统科学研究院,研究员;
2023.04-2024.03 中国科学院数学与系统科学研究院系统科学研究所,研究员;
2022.12-至今 中科院数学院系统所统计科学研究室,主任;
2020.07-至今 中科院数学院质量与数据科学卓越团队,负责人;
2017.01-至今 中科院数学院与航天五院可靠性技术联合实验室,副主任;
2018.01-至今 中科院数学院质量与数据科学研究中心,常务副主任;
2015.03-2024.03 中国科学院数学与系统科学研究院,副研究员;
学术任职
学会任职
中国现场统计研究会 理事/副秘书长
北京应用统计学会 理事
北京大数据协会 理事
全国工业统计学教学研究会 理事
中国生物多样性保护与绿色发展基金会 监事
中国运筹学会可靠性分会 常务理事
中国系统工程学会系统可靠性工程专业委员会 常务理事
中国现场统计研究会可靠性工程分会 常务理事/副理事长
中国电子学会可靠性分会 委员/副秘书长
全国电工电子产品可靠性与维修性标准化技术委员会 委员
期刊任职
《系统科学与数学》 编委
《Quality Technology & Quantitative Management》 副编辑
《IISE Transactions》 副编辑
《Quality and Reliability Engineering International》 编委
专利与奖励
专利成果
于丹,李赵辉,胡庆培,多批次成败型试验下产品贮存期评估的Buehler方法[P]. 北京:CN106251044B, 2016-7-21. (已授权)
于丹,徐建宇,胡庆培. 一种部件级信息多样性条件下的系统可靠性评估方法[P]. 北京:CN107862126A, 2018-03-30. (已授权)
于丹,李赵辉,胡庆培. 系统级产品可靠性综合评估置信推断方法[P]. 北京:CN106169124A, 2016-11-30. (已授权)
孙丽,武志忠,胡庆培,于丹,冯士伟,张金保,陈小娟,付明睿,张辰, 忽敏学, 张俊. 一种半球轴承动压马达的可靠性验证方法[P]. 北京:CN104062585A, 2014-09-24. (已授权)
奖励荣誉
中国科学院系统科学研究所关肇直青年研究奖,2014
SRSE2024最佳学生论文奖:Yixiao Ruan, Zan Li, Dan Yu, Qingpei Hu, (2024), Second-order WCF Approximation For System Reliability Assessment, The 6th International Conference on System Reliability and Safety Engineering, Hangzhou, China(导师)
ICRMS2022最佳论文奖:Qifang Liu, Qingpei Hu, Dan Yu (2022). Photovoltaic system degradation modeling under dynamic environmental profiles, Hong Kong, China
IISE Transactions (美国工业系统工程学会旗舰期刊) 2020年度最佳论文提名奖: Li, Z. H., Yu, D., Liu, J. and Hu, Q.P. (2020), “Higher-order normal approximation approach for highly reliable system assessment.” IISE Transactions, 52 (5), 555-567
IISE Transactions (美国工业系统工程学会旗舰期刊) 2020年第5期 Featured Article: Li, Z. H., Yu, D., Liu, J. and Hu, Q.P. (2020), “Higher-order normal approximation approach for highly reliable system assessment.” IISE Transactions, 52 (5), 555-567
IRC-SEMS2019最佳学生论文奖:Wang, C. J., Hu, Q. P., and Yu, D. (2019). "Assessment of Reliability for Accelerated Degradation Testing with Random Initial Degradation." The 7th International Research Conference on Systems Engineering and Management Science. Nanjing, pp. 1-6. (导师)
全国可靠性物理年会优秀论文奖:李赞,王奉明,王成杰,胡庆培,于丹,"基于寿命延迟退化过程的可靠性评估及检测优化设计",全国可靠性物理年会 NRPS2019,桂林
QR2MSE2018最佳论文奖:Li, D.M., Q. P. Hu, and D. Yu, Likelihood based Statistical Inference Approach for Mt/G/Inf Queueing Systems Under Incomplete Observations, in 2018 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, Qingdao.
IRC-SEMS2018最佳学生论文奖:Li, D.M., Q. P. Hu, and D. Yu, Likelihood based Statistical Inference Approach for Mt/G/Inf Queueing Systems Under Incomplete Observations, in the 6th International Research Conference on Systems Engineering and Management Science. 2018. (导师)
ICRMS2016最佳论文奖:Li, Z., Q.P. Hu and D. Yu (2016). A Normal Approximation Approach with Higher Order for System Reliability Assessment. 11th International Conference on Reliability, Maintainability and Safety (ICRMS) Hangzhou, China.
IISE Transactions (美国工业系统工程学会旗舰期刊) 2016年第3期Featured Article:Wang, L., Q.P. Hu and J. Liu (2016). Software reliability growth modeling and analysis with dual fault detection and correction processes. IIE Transactions 48(4): 359-370. (SCI)
PRDC2006最佳学生论文奖:Hu, Q. P, Xie, M., and Ng, S. H. (2006). "Early Software Reliability Prediction with ANN Models" 12th Pacific Rim International Symposium on Dependable Computing (PRDC'06). Riverside, 210-220.
主要论文
Chen Kangan, Liu Jian, Wang Andi, Hu Qingpei, Xie Min, Statistical Inference for Software Reliability Constrained by the Shape of the MVF (submitted)
Qifang Liu, Siyi Chen*, Jian Liu, Min Xie, and Qingpei Hu, Bivariate Degradation Analysis of Products Reliability Based on Exponential Dispersion Process and a Shared Frailty (submitted)
Zheyi Fan, Wenyu Wang, Szu Hui Ng*, Qingpei Hu, 2024, Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization, NeurIPS2024
王丁一、王成杰*、胡庆培,(2024),“新冠病毒物体表面存活时间的统计建模和评估方法”,《应用与环境生物学报》(录用)
Pei-ran Ye, Xiong-bo Yan, Zhe Ning, Jun Hu, Wei Wei, Xiao-shan Jiang, Ru-yi Jin, Yun-hua Sun, Qing-pei Hu, Yu-sheng Wang, Mu-jin Li, (2024), Reliability studies of the custom-designed front-end and ADC chips used for JUNO large photomultipliers electronics. Radiat Detect Technol Methods 8, 1239–1245
Yixiao Ruan, Zan Li, Zhaohui Li*, Dennis K. J. Lin, Qingpei Hu, Dan Yu, (2024), “Novel Subsampling Strategies for Heavily Censored Reliability Data”, Statistics and Its Interface (Accepted)
陈思懿,曹智胜,胡庆培*,谢旻,(2024), "加速退化试验可靠性评估的两步法与一步法比较研究", 系统工程理论与实践 (录用)
Q.F. Liu, J. Lu, H.K. Ng, Q.P. Hu*, D. Yu, (2024) "Multivariate t degradation processes for dependent multivariate degradation data", IEEE Transactions on Reliability (Online)
S.Y. Chen, Z.T. Lu*, Q.P. Hu, M. Xie, D. Yu, (2023) "Bayesian Analysis of Lifetime Delayed Degradation Process for Destructive/Nondestructive Inspection", IEEE Transactions on Reliability (Online)
Q.F. Liu, Q.P. Hu*, J.F. Zhou, D. Yu, H.D. Mo, (2023), "Remaining Useful Life Prediction of PV Systems Under Dynamic Environmental Profiles", IEEE Journal of Photovoltaics, 13(4), 590-602
Z. Li, H. K. T. Ng*, D. Yu and Q.P. Hu, (2023), "Optimal Acceptance Sampling Testing Plan With Pivotal Quantity for Log-Location-Scale Distributions," IEEE Transactions on Reliability (Online)
Wang, C.J., Liu J., Yang, Q.Y., Hu, Q.P.*, Yu, D. (2023), "Recoverability Effects on Reliability Assessment for Accelerated Degradation Testing", IISE Transactions, 55(7), 698-710
Fan, Z.Y., Li, Z.H.*, Hu, Q.P.* (2022), "Robust Bayesian Regression via Hard Threshold", NeurIPS2022, 1-24
Li, Z., Hu, Q.P.*, Yang, Q.Y., Yu, D. (2021), “Statistical Analysis and Optimal Inspection Planning for Lifetime Delayed Gamma Degradation Process”, Quality and Reliability Engineering International, 1-16
Li, Z., Wang, F.M., Wang, C.J., Hu, Q.P.*, Yu, D. (2021), “Reliability Modeling and Evaluation of Lifetime Delayed Degradation Process with Nondestructive Testing,” Reliability Engineering & System Safety, 208, 1-11
Li, Z. H., Yu, D., Liu, J. and Hu, Q.P.* (2020), “Higher-order normal approximation approach for highly reliable system assessment.” IISE Transactions, 52 (5), 555-567. (Featured Article / Best Paper Nomination for IISE Transactions 2020)
Li, D. M., Hu, Q.P.*, Wang, L. J. , and Yu, D. (2019), “Statistical Inference for Mt/G/Infinity Queueing Systems Under Incomplete Observations.”, European Journal of Operational Research, 279, 882-901
Ye, Z. S., Hu, Q. P.*, and Yu, D. (2019). "Strategic allocation of test units in an accelerated degradation test plan." Journal of Quality Technology, 51(1), 64-80.
Sheng, Z., Hu, Q. P.*, Liu, J., and Yu, D. (2019). "Residual life prediction for complex systems with multi-phase degradation by ARMA-filtered hidden Markov model." Quality Technology & Quantitative Management, 16(1), 19-35.
Wang, L., Hu, Q. P.*, and Liu, J. (2016). "Software reliability growth modeling and analysis with dual fault detection and correction processes." IIE Transactions, 48(4), 359-370. (Featured Article)
Hu, Q. P.*, Xie, M., Ng, S. H., and Levitin, G. (2007). "Robust recurrent neural network modeling for software fault detection and correction prediction." Reliability Engineering & System Safety, 92(3), 332-340.
更多论文信息请参考 Google Scholar Page
指导学生(含辅助指导)
毕业博士:
李凌江 本科毕业于中国科学技术大学,2014年博士毕业,现就职于某互联网企业
徐建宇 本科毕业于北京大学,2017年博士毕业,现就职于西交利物浦大学
李赵辉 本科毕业于中国科学技术大学,2020年博士毕业,佐治亚理工学院博士后、现已回所任职
王成杰 本科毕业于南京大学,2021年博士毕业,曾任同济大学博士后,现任职江南大学助理教授
李 赞 本科毕业于中国科学技术大学,2022年博士毕业,现任南开大学讲师 (曾获院长奖学金优秀奖)
刘其芳 本科毕业于吉林大学,2024年博士毕业,现就职于某车企(曾获斯伦贝谢奖学金)
毕业硕士:
王鲁佳 本科毕业于南开大学,2016年硕士毕业,后续在佐治亚理工取得博士学位,现在美国医药企业任职 (曾获国家奖学金)
梁 睿 本科毕业于北京理工大学,2017年硕士毕业,后博士毕业于国科大管理学院
胡丽蓉 本科毕业于浙江师范大学,2018年硕士毕业,就职于某金融公司
李东旻 本科毕业于大连理工大学(华罗庚班),2020年硕士毕业,现于佐治亚理工学院攻读博士(曾获国家奖学金)
王绍康 本科毕业于山东大学,2021年硕士毕业,就职于某金融公司
陈康安 本科毕业于武汉大学,2024年硕士毕业,现于美国威斯康星大学攻读博士
在读博士生:樊哲一(曾获华罗庚奖学金、院长奖学金优秀奖)、阮一啸、陈思懿(曾获国家奖学金)、李渊、井婧哲
在读硕士生:王丁一