系统工程与电子技术 ›› 2023, Vol. 45 ›› Issue (11): 3706-3713.doi: 10.12305/j.issn.1001-506X.2023.11.40
• 可靠性 • 上一篇
张安琪1,*, 张生鹏1,2, 李宏民1,2, 朱耀1, 米思坤1
收稿日期:
2023-01-01
出版日期:
2023-10-25
发布日期:
2023-10-31
通讯作者:
张安琪
作者简介:
张安琪 (1997—), 女, 助理工程师, 硕士, 主要研究方向为环境试验技术、质量与可靠性Anqi ZHANG1,*, Shengpeng ZHANG1,2, Hongmin LI1,2, Yao ZHU1, Sikun MI1
Received:
2023-01-01
Online:
2023-10-25
Published:
2023-10-31
Contact:
Anqi ZHANG
摘要:
环境应力筛选依据环境试验标准规定的试验条件和程序开展试验, 剔除失效产品, 使产品尽快度过早期失效期。针对当前高可靠的制造背景下在筛选过程中发现的失效产品数量少、效费比低的问题, 提出了一种环境应力筛选方案设计流程。首先, 基于应力-强度干涉模型明晰了筛选的基本原理, 分析了筛选应力及强度分散性对筛选效果的影响; 其次, 结合关键质量特性的识别与测量、分散性分析, 制定了筛选方案的设计流程; 最后, 以某天线罩的筛选为例验证了所提方法的有效性。该方法为提高筛选效率、降低筛选成本提供了思路。
中图分类号:
张安琪, 张生鹏, 李宏民, 朱耀, 米思坤. 基于关键质量特性的高效环境应力筛选方法[J]. 系统工程与电子技术, 2023, 45(11): 3706-3713.
Anqi ZHANG, Shengpeng ZHANG, Hongmin LI, Yao ZHU, Sikun MI. Efficient environmental stress screening method based on key quality characteristic[J]. Systems Engineering and Electronics, 2023, 45(11): 3706-3713.
1 |
CHA J H , FINKELSTEIN M . Environmental stress screening modelling, analysis and optimization[J]. Reliability Engineering and System Safety, 2015, 139, 149- 155.
doi: 10.1016/j.ress.2015.03.003 |
2 |
陶俊勇, 陈循, 任志乾. 可靠性强化试验及其在某通信产品中的应用研究[J]. 系统工程与电子技术, 2003, 25 (4): 509- 512.
doi: 10.3321/j.issn:1001-506X.2003.04.032 |
TAO J Y , CHEN X , REN Z Q . Reliability enhancement testing and its application in a communication product[J]. Systems Engineering and Electronics, 2003, 25 (4): 509- 512.
doi: 10.3321/j.issn:1001-506X.2003.04.032 |
|
3 |
YOU M Y . An integrated optimization framework for multi-cycle environmental stress screening tests and preventive maintenance scheduling[J]. Proceedings of the Institution of Mechanical Engineers Part E-Journal of Process Mechanical Engineering, 2017, 231 (5): 1037- 1044.
doi: 10.1177/0954408916671972 |
4 | ZHANG X Y, QI X L, CUI L, et al. Research on the influence of battlefield environment stress on radio fuze[C]//Proc. of the 6th International Conference on Electromechanical Control Technology and Transportation, 2021: 12081. |
5 | 谢里阳, 张明川. 动态应力-强度干涉分析与失效率函数模型[C]//2007年全国机械可靠性学术交流会论文集, 2007: 5-9. |
XIE L Y, ZHANG M C. Dynamic stress strength interference analysis and failure rate function model[C]//Proc. of the National Mechanical Reliability Academic Conference, 2007: 5-9. | |
6 |
ZHANG J C , MA X B , ZHAO Y . A stress-strength time-varying correlation interference model for structural reliability ana-lysis using copulas[J]. IEEE Trans.on Reliability, 2017, 66 (2): 351- 365.
doi: 10.1109/TR.2017.2694459 |
7 | CHEN S, YUAN C Q, YAN X P. Reliability model based on stress-strength interference for marine propulsion shafting[C]//Proc. of the 3rd International Conference on Transportation Information and Safety, 2015: 481-484. |
8 |
ZHU T F . Reliability estimation of s-out-of-k system in a multicomponent stress-strength dependent model based on copula function[J]. Journal of Computational and Applied Mathema-tics, 2022, 404, 113920.
doi: 10.1016/j.cam.2021.113920 |
9 |
JIN C X , WANG Z C , ZHANG G B . Prioritization of key quality characteristics with the three-dimensional HoQ model-based interval-valued spherical fuzzy-ORESTE method[J]. Engineering Applications of Artificial Intelligence, 2021, 104, 104271.
doi: 10.1016/j.engappai.2021.104271 |
10 |
LI A D , HE Z , WANG Q , et al. Key quality characteristics selection for imbalanced production data using a two-phase bi-objective feature selection method[J]. European Journal of Ope-rational Research, 2019, 274 (3): 978- 989.
doi: 10.1016/j.ejor.2018.10.051 |
11 |
GAO Z H , XU F Q , ZHOU C L , et al. Critical procedure identification method considering the key quality characteristics of the pro-duct manufacturing process[J]. Process, 2022, 10 (7): 1343.
doi: 10.3390/pr10071343 |
12 |
YE K W , WANG H , MA X B . A generalized dynamic stress-strength interference model under δ-failure criterion for self-healing protective structure[J]. Reliability Engineering and System Safety, 2023, 229, 108838.
doi: 10.1016/j.ress.2022.108838 |
13 |
LIU Y M , CHEN Y . Dynamic reliability evaluation of high-speed train gearbox based on copula function[J]. IEEE Access, 2022, 10, 51792- 51803.
doi: 10.1109/ACCESS.2022.3174043 |
14 |
MENDEZ-GONZALEZ L C , RODRIGUEZ-PICON L A , OLGUIN I J C P . The additive perks distribution and its applications in reliability analysis[J]. Quality Technology and Quantitative Management,
doi: 10.1080/16843703.2022.2148884 |
15 |
ABBA B , WANG H . A new failure times model for one and two failure modes system: a Bayesian study with Hamiltonian Monte Carlo simulation[J]. Proc.of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability, 2023,
doi: 10.1177/1748006X221146367 |
16 |
XIE M , TANG Y , GOH T N . A modified Weibull extension with bathtub-shaped failure rate function[J]. Reliability Engineering and System Safety, 2002, 76 (3): 279- 285.
doi: 10.1016/S0951-8320(02)00022-4 |
17 | 王正, 谢里阳, 李兵. 机械零件动态可靠性模型及失效率研究[J]. 东北大学学报(自然科学版), 2007, 28 (11): 1620- 1623. |
WANG Z , XIE L Y , LI B . Time-dependent reliability model and failure rate study of mechanical components[J]. Journal of Northeastern University (Natural Science), 2007, 28 (11): 1620- 1623. | |
18 |
ZHANG X Q , GAO H Y , HUANG H Z , et al. Dynamic reliability modeling for system analysis under complex load[J]. Reliability Engineering and System Safety, 2018, 180, 345- 351.
doi: 10.1016/j.ress.2018.07.025 |
19 | AN Z W, HUANG H Z, WANG Z L. A time-dependent stress-strength interference model with strength degradation following a gamma process[C]//Proc. of the 14th ISSAT International Conference on Reliability and Quality on Design, 2008: 270-273. |
20 |
张士峰, 王惠频. 应力筛选试验的可靠性分析[J]. 火炮发射与控制学报, 2000, (1): 49- 54.
doi: 10.3969/j.issn.1673-6524.2000.01.012 |
ZHANG S F , WANG H P . Reliability analysis of stress screening test[J]. Journal of Gun Launch & Control, 2000, (1): 49- 54.
doi: 10.3969/j.issn.1673-6524.2000.01.012 |
|
21 |
张海娟, 张晓冉. 用Fisher信息阵处理截断正态分布的参数估计[J]. 重庆工商大学学报(自然科学版), 2007, 24 (3): 228-229, 263.
doi: 10.3969/j.issn.1672-058X.2007.03.006 |
ZHANG H J , ZHANG X R . Using Fisher information matrix to deal with parameter estimation for truncated samples from normal distribution[J]. Journal of Chongqing Technology and Business University (Natural Science Edition), 2007, 24 (3): 228-229, 263.
doi: 10.3969/j.issn.1672-058X.2007.03.006 |
|
22 | WANG H Q , LIANG L J , NIU Z W , et al. Identification of KQCS for complex products based on mutual information and improved gravitational search algorithm[J]. Mathematical Problems in Engineering, 2015, 765985. |
23 | HAN X , LI R , WANG J , et al. Identification of key design characteristics for complex product adaptive design[J]. International Journal of Advanced Manufacturing Technology, 2018, 95 (1/4): 1215- 1231. |
24 |
ZAIM S , SEVKLI M , CAMGOZ-AKDAG H , et al. Use of ANP weighted crisp and fuzzy QFD for product development[J]. Expert Systems with Applications, 2014, 41 (9): 4464- 4474.
doi: 10.1016/j.eswa.2014.01.008 |
25 |
JEONG H J , KANG C W , KIM B H . Requirements development process for manufacturing information systems based on quality function deployment[J]. International Journal of Computer Integrated Manufacturing, 2018, 31 (2): 164- 174.
doi: 10.1080/0951192X.2017.1407448 |
26 |
MAJESKE K D . Approving vision-based measurement systems in the presence of within-part variation[J]. Quality Engineering, 2012, 24 (1): 49- 59.
doi: 10.1080/08982112.2011.628624 |
27 | WU H Z , PAN X T , CAI J W , et al. Method of measurement system analysis techniques in the manufacturing quality analysis[J]. Mechanical Materials and Manufacturing Engineering Ⅲ, 2014, 455, 527- 532. |
28 | KUMAR M B , PARAMESHWARAN R . Fuzzy integrated QFD, FMEA framework for the selection of lean tools in a manufacturing organization[J]. Production Planning & Control, 2018, 29 (5): 403- 417. |
29 |
WU S M , YOU X Y , LIU H C , et al. Improving quality function deployment analysis with the cloud multimoora method[J]. International Transactions in Operational Research, 2020, 27 (3): 1600- 1621.
doi: 10.1111/itor.12484 |
30 | CHENG Y B , WANG Z Y , CHEN X H , et al. Evaluation and optimization of task-oriented measurement uncertainty for coordinate measuring machines based on geometrical product specifications[J]. Applied Sciences-Basel, 2019, 9 (1): 6. |
31 |
ALTINISIK A , BOLOVA E . A comparison of off-line laser scanning measurement capability with coordinate measuring machines[J]. Measurement, 2021, 168, 108228.
doi: 10.1016/j.measurement.2020.108228 |
32 |
MARKULIK S , PETRIK J , SOLC M , et al. The relationship between process capability and quality of measurement system[J]. Applied Sciences-Basel, 2022, 12 (12): 5825.
doi: 10.3390/app12125825 |
[1] | 曹鹏宇, 杨承志, 石礼盟, 吴宏超. 基于PSO-DBSCAN和SCGAN的未知雷达信号处理方法[J]. 系统工程与电子技术, 2022, 44(4): 1158-1165. |
[2] | 韩萍, 贾锟, 卢晓光, 韩宾宾. PolSAR图像的改进非局部均值滤波算法[J]. 系统工程与电子技术, 2019, 41(5): 992-999. |
[3] | 王新鹏, 张静远, 张洪刚. 无失效数据条件下装备贮存可靠性分析[J]. 系统工程与电子技术, 2019, 41(5): 1169-1172. |
[4] | 王晓明, 李军, 张圣鹋, 卢燕, 张永杰. 基于稀疏恢复谱相似度的自适应样本筛选算法[J]. 系统工程与电子技术, 2018, 40(5): 976-981. |
[5] | 常超, 刘克胜, 赵军, 黄宁. 基于复用代码检测的缺陷发现方法[J]. 系统工程与电子技术, 2017, 39(9): 2157-2164. |
[6] | 翟亚利, 张志华, 邵松世. 退化产品失效规律分析及其应用[J]. 系统工程与电子技术, 2017, 39(6): 1420-1424. |
[7] | 刘艳超, 师义民, 师小琳. 含屏蔽数据四单元混联系统的可靠性分析[J]. 系统工程与电子技术, 2017, 39(5): 1183-1188. |
[8] | 王海军, 葛红娟. L0正则化增量正交投影非负矩阵分解的目标跟踪算法[J]. 系统工程与电子技术, 2016, 38(10): 2428-2434. |
[9] | 李岸达, 何桢, 何曙光. 基于GSA的复杂产品关键质量特性识别[J]. 系统工程与电子技术, 2015, 37(9): 2073-2079. |
[10] | 蔡忠义, 陈云翔, 张诤敏, 项华春. 基于比例失效率退化模型的可靠性评估方法[J]. 系统工程与电子技术, 2015, 37(8): 1943-1947. |
[11] | 冯丽媛, 姚绪梁, 曹然, 邹艾利. 基于分布式系统可修复控制方法可靠性和安全性分析[J]. 系统工程与电子技术, 2015, 37(11): 2663-2668. |
[12] | 李豫颖,范成贤,史开泉. 混合记忆信息与记忆信息筛选[J]. Journal of Systems Engineering and Electronics, 2011, 33(8): 1824-1828. |
[13] | 袁晓光,杨万海,史林. 多跳筛选无线传感器网络决策融合[J]. Journal of Systems Engineering and Electronics, 2010, 32(8): 1780-1784. |
[14] | 王红滨1,刘大昕1,王念滨1,王桐2. 一种本体学习中的领域概念筛选算法[J]. Journal of Systems Engineering and Electronics, 2010, 32(1): 175-178. |
[15] | 韩冬梅, 牛文清, 于长锐. 组合预测建模中单项预测模型筛选研究[J]. Journal of Systems Engineering and Electronics, 2009, 31(6): 1381-1385. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||