杨力（教授）查看源代码讨论查看历史
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杨力，男，副教授，入选2022年北航青年拔尖人才计划和2019年北航卓越百人计划。博士毕业于北航系统工程专业，博士后任职于多伦多大学机械与系统工程系，现岗位为卓越百人计划副教授。
研究领域
智能运维控制、决策与优化
系统可靠性分析和风险评估
安全监测和故障预测
机器学习方法和应用
学术兼职
中国运筹学会可靠性分会青年委员
《International Journal of Data Analysis and Strategies》编委
IEEE/INFORMS会员
TIE、TII、EJOR、ITR等20余个国际期刊审稿人
学术成果
论文
1. Yang L, Chen Y, Qiu Q, Wang J. Risk Control of Mission-Critical Systems: Abort Decision-Makings Integrating Health and Age Conditions, IEEE Transactions on Industrial Informatics, 2022, DOI: 10.1109/TII.2022.3141416. (SCI, 中科院1区，ESI热点, ESI高被引)
2. Yang L, Wei F, Qiu Q. Mission Risk Control via Joint Optimization of Sampling and Abort Decisions, Risk Analysis, 2023, DOI: 10.1111/risa.14187. (SCI，ABS四星)
3. Wu T, Wei F, Yang L*, Ma X, et al. Maintenance optimization of k-out-of-n Load-Sharing Systems Under Continuous Operation, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, DOI: 10.1109/TSMC.2023.3279310. (SCI, 中科院1区)
4.Yang L, Chen Y, Ma X. A State-age-dependent Opportunistic Intelligent Maintenance Framework for Wind Turbines Under Dynamic Wind Conditions, IEEE Transactions on Industrial Informatics, 2023, DOI: 10.1109/TII.2023.3240727. (SCI, 中科院1区)
5. Yang L, Chen Y, Ma X, et al. A Prognosis-centered Intelligent Maintenance Optimization Framework under Uncertain Failure Threshold, IEEE Transactions on Reliability, 2023, DOI: DOI: 10.1109/TR.2023.3273082. (SCI, 中科院top)
6. Yang L, Sun Q, Ye ZS. Designing Mission Abort Strategies based on Early-Warning Signal- Application to UAV, IEEE Transactions on Industrial Informatics,2020, 16 (1): 277-287. (SCI, 中科院1区)
7. Yang L, Ye ZS, Lee CG, Yang SF, Peng R. A two-phase preventive maintenance policy considering imperfect repair and postponed replacement, European Journal of Operational Research, 2019, 274: 966-977. (SCI，ABS四星，ESI高被引)
8. Yang L, Li G, Zhang Z, Ma X, Zhao Y. Operations & Maintenance Optimization of Wind Turbines Integrating Wind and Aging Information, IEEE Transactions on Sustainable Energy, 2021, 12 (1): 211-221. (SCI, 中科院1区，ESI高被引)
9. Yang L, Zhao Y, Peng R, Ma X. Hybrid preventive maintenance of competing failures under random environment. Reliability Engineering & System Safety, 2018, 174: 130-140. (SCI,中科院1区，ABS三星，ESI高被引)
10. Zhang Z, Yang L*. State-Based Opportunistic Maintenance with Multifunctional Maintenance Windows, IEEE Transactions on Reliability, 2021, 70(4), 1481-1494. (SCI，中科院top)
11. Li G, Yang L#, Lee CG, Wang X, Rong M. A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric Uncertainties, IEEE Transactions on Industrial Electronics, 2021, 68(9): 8829-8841. (SCI, 中科院1区)
12. Jia H, Peng R, Yang L*, Wu T, Liu D, Li Y. Reliability evaluation of demand-based warm standby systems with capacity storage, Reliability Engineering & System Safety, 2022, 218; 108132. (SCI,中科院1区)
13. Yang L, Zhao Y, Peng R, Ma X. Opportunistic maintenance of production systems subject to random wait time and multiple control limits, Journal of manufacturing systems, 2018, 47: 12-34. (SCI，中科院top)
14. Yang L, Peng R, Li G, Lee CG. Operations management of wind farms integrating multiple impacts of wind conditions and resource constraints, Energy Conversion and Management, 2020, 205: 112162. (SCI，中科院1区)
15. Yang L, Zhao Y, Ma X, Group maintenance scheduling for two-component systems with failure interaction, Applied Mathematical Modeling, 2019, 71: 118-131. (SCI，中科院1区)
16. Yang L, Ma X, Zhai QQ, Zhao Y. A delay time model for a mission-based system subject to periodic and random inspection and postponed replacement. Reliability Engineering & System Safety, 2016, 150: 96-104. (SCI, 中科院1区)
17. Yang L, Ma X, Peng R, Zhai QQ, Zhao Y. A preventive maintenance policy based on dependent two-stage deterioration and external shocks. Reliability Engineering & System Safety, 2017, 160: 201-211. (SCI, 中科院1区)
18. Ma X, Liu B, Yang L*, Peng R, Zhang X. Reliability analysis and condition-based maintenance optimization for a warm standby cooling system, Reliability Engineering & System Safety, 2020, 193: 106588. (SCI,中科院1区)
19. Wang J, Yang L*, Ma X, Peng R. Joint optimization of multi-window maintenance and spare part provisioning policies for production systems, Reliability Engineering & System Safety, 2021, 216: 108006. (SCI, 中科院1区)
20. Yang L, Ma X, Zhao Y. A condition-based maintenance model for a three-state system subject to degradation and environmental shocks. Computers & Industrial Engineering, 2017, 105: 210-222. (SCI, JCR Q1)
21. Wu D, Han R, Ma Y, Yang L*, Wei F, Peng R. A two-dimensional maintenance optimization framework balancing hazard risk and energy consumption rates, Computers & Industrial Engineering, 2022, DOI: 10.1016/j.cie.2022.108193. (SCI, JCR Q1)
22. Zhang Z, Yang L*. Postponed maintenance scheduling integrating state variation and environmental impact, Reliability Engineering & System Safety, 2020, 202: 107065. (SCI, 中科院1区)
23. Wu T, Yang L*, Ma X, Zhang Z, Zhao Y. Dynamic maintenance strategy with iteratively updated group information, Reliability Engineering & System Safety, 2020, 197:106820. (SCI, 中科院1区)
24. Yang L, Zhao Y, Ma X. Multi-level maintenance strategy of deteriorating systems subject to two-stage inspection, Computers & Industrial Engineering, 2018, 118: 160-169. (SCI, JCR Q1)
25. Qiu Q, Cui L, Yang L*. Maintenance Policies for Energy System Subject to Complex Failure Processes and Power Purchasing Agreement. Computers & Industrial Engineering, 2018, 119: 193-203. (SCI, JCR Q1)
26. Wu T, Ma X, Yang L, Zhao Y. Proactive maintenance scheduling in consideration of imperfect repairs and production wait time, Journal of Manufacturing Systems, 2019, 53: 183-194. (SCI，中科院top)
27. Wang Y, Hu Lin, Yang L, Li J. Reliability Modeling and Analysis for Linear Consecutive-k- out-of-n: F Retrial Systems with Two Maintenance Activities,Reliability Engineering & System Safety, 2022, DOI: 10.1016/j.ress.2022.108665. (SCI, 中科院1区)
28. Yan B, Ma X, Yang L, Wang H, Wu T. A novel degradation-rate-volatility related effect Wiener process model with its extension to accelerated ageing data analysis, Reliability Engineering & System Safety, 2020, 2020, 204: 107138. (SCI,中科院1区)
29. Yang L, Zhao Y, Ma X, An inspection model for a multi‐component system subject to 2 types of failures, Quality & Reliability Engineering International, 2017, 33(8):2539-2549. (SCI, JCR Q2)
30. Yang L, Zhao Y, Ma X, Qiu Qingan, An optimal inspection and replacement policy for a two-unit system, Journal of Risk and Reliability, 2018, 232(6): 766-776. (SCI, JCR Q3)
31. Du Y, Shang L, Qiu Q, Yang L. Optimum Post-Warranty Maintenance Policies for Products with Random Working Cycles, Mathematics, 2022. (SCI, JCR Q1)
32. Qiu Q, Cui L, Shen J, Yang L, Optimal Maintenance Policy Considering Maintenance Errors for Systems Operating under Performance-based Contracts. Computers & Industrial Engineering, 2017, 112: 147-155. (SCI, JCR Q1)
33. Shang L, Shang G, Du Y, Qiu Q, Yang L, Dong Q. Post-Warranty Replacement Models for the Product under a Hybrid Warranty, Mathematics, 2022. (SCI, JCR Q1)
34. Wang H, Zhao Y, Ma X, Yang L, Equivalence analysis of accelerated degradation mechanism based on stochastic degradation models, Quality & Reliability Engineering International, 2017, 33(8): 2281-2294. (SCI, JCR Q2)
35. 杨力, 马小兵.维修-更换串联系统贮存可用度建模及费用分析, 兵工学报, 2015, 36(3): 552-558. (EI)
36. 马小兵, 杨力. 贮存可用度约束下的可修系统寿命评估与优化,系统工程与电子技术, 2015, 37(3): 572-576. (EI)
37. Yang L, Ma X, Zhao Y. Random and periodic inspection of mission-based systems with a defective stage. 2016 Annual Reliability and Maintainability Symposium (RAMS 2016), Tucson, USA, 25-28 January, 2016. (EI)
38. Yang L, Chen Y, Ma X, et al. Optimization of Group Preventive Maintenance Method for Aircraft Oriented to Combat Readiness. 2022 5th International Symposium on Autonomous Systems (ISAS 2022), Hangzhou, China, 8-10 April, 2022. (EI)
39. Wang J, Yang L*, Ma X, et al. Remaining Life Prediction for High-speed Rail Bearing Considering Hybrid Data-model-driven Approach. 2022 5th International Symposium on Autonomous Systems (ISAS 2022), Hangzhou, China, 8-10 April, 2022. (EI)
40. Peng T, Ma X, Yang L*, et al. Condition-based Maintenance Optimization of Multiple-Component Series System under Semi-Markov Analytical Framework. 2022 5th International Symposium on Autonomous Systems (ISAS 2022), Hangzhou, China, 8-10 April, 2022. (EI)
41. Wei F, Tan L, Yang L*, Ma X. A Reliability Evaluation and Condition-Based Maintenance Optimization Approach for Rail Bearing with Two-Phase Degradation, 10th International Symposium on Project Management (ISPM2022), Beijing, China, 18-18 June, 2022. (EI)
42. Zhou S, Wang J, Ma X, Yang L*. A state-based maintenance policy optimization for two-stage degradation system considering imperfect inspection, 10th International Symposium on Project Management (ISPM2022), Beijing, China, 18-18 June, 2022. (EI)
43. Yang L, Ma X. Parameter estimation of accelerated model for Birnbaum-Saunders distribution based on best unbiased integral estimate method, Proceedings of 2013 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2013), Sichuan, China, 15-18 July, 2013. (EI)
44. Han R, Yang L*, Tan L, et al. Joint Predictive Replacement Management and Spare Part Planning of High-speed Railway Bearing under Bayesian Framework, The 13th International Conference on Reliability, Maintenance and Safety, Beijing, China, 21-24 Aug, 2022. (EI)
45. Wu D, Peng R, Ma Y, Yang L. Maintenance of a System with Increasing Energy Consumption Rate. 2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2020), Vancouver, Canada, 20- 23 October, 2020. (EI)
46. Jia H, Peng R, Yang L, Li Y. Reliability Assessment of Power Systems with Warm Standby and Energy Storage. 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing), Nanjing, China, 15-17, October, 2021. (EI)
47. Yang L, Ma X, Zhao Y. A condition-based maintenance model based on a two-stage degradation process. 10th International Conference on Mathematical Methods in Reliability (MMR 2017), Grenoble, France, 3-6 July, 2017. (ISTP)
48. Yang L, Peng R. Operations management of wind farms integrating multiple wind impacts, 11th International Conference on Mathematical Methods in Reliability (MMR 2019), Hong Kong, China, 3-7 June, 2019. (ISTP)[1]