{"title":"基于通用生成函数的纤维增强复合材料层合板首层失效分析","authors":"Jinyu Zhou","doi":"10.1109/QR2MSE46217.2019.9021271","DOIUrl":null,"url":null,"abstract":"In view of issues of multivariable, non-normality, nonlinear performance function and failure dependence of risk assessment for fiber reinforced composite laminates, an improved universal generating function approach is put forth in this paper for first-ply-failure analysis. We define universal generating function for resistance of each layer element on the basis of the Tsai-Hill strength theory, and build the reliability analysis model of the laminates according to the first-ply-failure criteria. In the compositional operation of universal generating functions, similar items merging and K-means clustering techniques are used to reduce computational cost. Numerical examples illustrate the application of the approach to composite laminates risk assessment. Analysis results show that the reliability obtained by the proposed approach is closer to the Monte Carlo simulation results than that obtained by conventional first order reliability methods. The new approach can provide a novel and feasible path for the strength reliability analysis of composite laminates.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"First-Ply-Failure Analysis of Fiber Reinforced Composite Laminates Based on Universal Generating Function\",\"authors\":\"Jinyu Zhou\",\"doi\":\"10.1109/QR2MSE46217.2019.9021271\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In view of issues of multivariable, non-normality, nonlinear performance function and failure dependence of risk assessment for fiber reinforced composite laminates, an improved universal generating function approach is put forth in this paper for first-ply-failure analysis. We define universal generating function for resistance of each layer element on the basis of the Tsai-Hill strength theory, and build the reliability analysis model of the laminates according to the first-ply-failure criteria. In the compositional operation of universal generating functions, similar items merging and K-means clustering techniques are used to reduce computational cost. Numerical examples illustrate the application of the approach to composite laminates risk assessment. Analysis results show that the reliability obtained by the proposed approach is closer to the Monte Carlo simulation results than that obtained by conventional first order reliability methods. The new approach can provide a novel and feasible path for the strength reliability analysis of composite laminates.\",\"PeriodicalId\":233855,\"journal\":{\"name\":\"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)\",\"volume\":\"9 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/QR2MSE46217.2019.9021271\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/QR2MSE46217.2019.9021271","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
First-Ply-Failure Analysis of Fiber Reinforced Composite Laminates Based on Universal Generating Function
In view of issues of multivariable, non-normality, nonlinear performance function and failure dependence of risk assessment for fiber reinforced composite laminates, an improved universal generating function approach is put forth in this paper for first-ply-failure analysis. We define universal generating function for resistance of each layer element on the basis of the Tsai-Hill strength theory, and build the reliability analysis model of the laminates according to the first-ply-failure criteria. In the compositional operation of universal generating functions, similar items merging and K-means clustering techniques are used to reduce computational cost. Numerical examples illustrate the application of the approach to composite laminates risk assessment. Analysis results show that the reliability obtained by the proposed approach is closer to the Monte Carlo simulation results than that obtained by conventional first order reliability methods. The new approach can provide a novel and feasible path for the strength reliability analysis of composite laminates.