Jie Li , Shaobin Hou , Yalong Jiang , Helin Fu , Kaixun Hu
{"title":"基于应变锥面的岩石构成模型及高效参数校准方法","authors":"Jie Li , Shaobin Hou , Yalong Jiang , Helin Fu , Kaixun Hu","doi":"10.1016/j.compgeo.2024.106876","DOIUrl":null,"url":null,"abstract":"<div><div>The elastic and plastic strains of rock during the compression process cannot be accurately identified by common constitutive models. This paper investigated the strain evolution of rock under monotonic compressive load by referring to results from damage-controlled cyclic loading tests, and discussed the contradiction between the flow rule of traditional elastoplastic constitutive models and real plastic strain development. Therefore, a strain cone surface constitutive model was proposed, where the yield surface was replaced with strain cone surfaces for both elastic and plastic strains. The magnitude and direction of vectors regarding elastic and plastic strain increments occurring on these conical surfaces were explored. Then, the proposed model was validated against cyclic loading tests. Furthermore, a robust parameter calibration method was developed based on genetic algorithm, and its ability to search for optimal parameters was verified by comparing the simulated constitutive relationships with the practical stress–strain curves. The results show that the traditional flow rule could be incompatible with the real plastic strain variation. In contrast, the proposed model could accurately simulate the evolution of elastic and plastic strains, demonstrating high precision and applicability. Moreover, the calibration method enables the determination of model parameters with high accuracy and efficiency.</div></div>","PeriodicalId":55217,"journal":{"name":"Computers and Geotechnics","volume":"177 ","pages":"Article 106876"},"PeriodicalIF":5.3000,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A constitutive model of rock based on strain cone surface and the parameter calibration method with high efficiency\",\"authors\":\"Jie Li , Shaobin Hou , Yalong Jiang , Helin Fu , Kaixun Hu\",\"doi\":\"10.1016/j.compgeo.2024.106876\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The elastic and plastic strains of rock during the compression process cannot be accurately identified by common constitutive models. This paper investigated the strain evolution of rock under monotonic compressive load by referring to results from damage-controlled cyclic loading tests, and discussed the contradiction between the flow rule of traditional elastoplastic constitutive models and real plastic strain development. Therefore, a strain cone surface constitutive model was proposed, where the yield surface was replaced with strain cone surfaces for both elastic and plastic strains. The magnitude and direction of vectors regarding elastic and plastic strain increments occurring on these conical surfaces were explored. Then, the proposed model was validated against cyclic loading tests. Furthermore, a robust parameter calibration method was developed based on genetic algorithm, and its ability to search for optimal parameters was verified by comparing the simulated constitutive relationships with the practical stress–strain curves. The results show that the traditional flow rule could be incompatible with the real plastic strain variation. In contrast, the proposed model could accurately simulate the evolution of elastic and plastic strains, demonstrating high precision and applicability. Moreover, the calibration method enables the determination of model parameters with high accuracy and efficiency.</div></div>\",\"PeriodicalId\":55217,\"journal\":{\"name\":\"Computers and Geotechnics\",\"volume\":\"177 \",\"pages\":\"Article 106876\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2024-11-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers and Geotechnics\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0266352X24008152\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers and Geotechnics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0266352X24008152","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
A constitutive model of rock based on strain cone surface and the parameter calibration method with high efficiency
The elastic and plastic strains of rock during the compression process cannot be accurately identified by common constitutive models. This paper investigated the strain evolution of rock under monotonic compressive load by referring to results from damage-controlled cyclic loading tests, and discussed the contradiction between the flow rule of traditional elastoplastic constitutive models and real plastic strain development. Therefore, a strain cone surface constitutive model was proposed, where the yield surface was replaced with strain cone surfaces for both elastic and plastic strains. The magnitude and direction of vectors regarding elastic and plastic strain increments occurring on these conical surfaces were explored. Then, the proposed model was validated against cyclic loading tests. Furthermore, a robust parameter calibration method was developed based on genetic algorithm, and its ability to search for optimal parameters was verified by comparing the simulated constitutive relationships with the practical stress–strain curves. The results show that the traditional flow rule could be incompatible with the real plastic strain variation. In contrast, the proposed model could accurately simulate the evolution of elastic and plastic strains, demonstrating high precision and applicability. Moreover, the calibration method enables the determination of model parameters with high accuracy and efficiency.
期刊介绍:
The use of computers is firmly established in geotechnical engineering and continues to grow rapidly in both engineering practice and academe. The development of advanced numerical techniques and constitutive modeling, in conjunction with rapid developments in computer hardware, enables problems to be tackled that were unthinkable even a few years ago. Computers and Geotechnics provides an up-to-date reference for engineers and researchers engaged in computer aided analysis and research in geotechnical engineering. The journal is intended for an expeditious dissemination of advanced computer applications across a broad range of geotechnical topics. Contributions on advances in numerical algorithms, computer implementation of new constitutive models and probabilistic methods are especially encouraged.