首页 > 最新文献

International Journal of Geotechnical Engineering最新文献

英文 中文
Application of FEM tools in efficient field implementation of dynamic replacement of soft soils 有限元工具在软土动态置换有效现场实施中的应用
Q2 Earth and Planetary Sciences Pub Date : 2023-10-09 DOI: 10.1080/19386362.2023.2264052
W. Elsiwi, M. Gunaratne, G. Mullins
ABSTRACTA dynamic finite element methodology (FEM) was developed to simulate an entire dynamic replacement (DR) program of clay with sand involving multiple poundings. The main objective of this research was to employ FEM and geotechnical test data such as cone penetration test (CPT) data at the site to predict the maximum achievable sand column (SC) depth and the corresponding optimum levels of attributing parameters such as number and height of pounder drops. Another goal was to predict the pore pressure generated in clay due to pounding. A full-scale ground improvement project was used to guide the analytical process. Comparison of FEM predictions and field measurements showed the potential of using FEM to achieve the above objectives in advance of the field work. Finally, a step – by-step procedure for using a FEM procedure to predict the optimum field setup and hence improve the efficacy of DR field implementation is illustrated.KEYWORDS: Dynamic replacementFEMsand columnground improvement Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要建立了一种动态有限元方法(FEM)来模拟粘土与砂土在多次冲击下的动态置换过程。本研究的主要目的是利用FEM和岩土试验数据(如锥体穿透试验(CPT)数据)在现场预测可实现的最大砂柱(SC)深度和相应的最佳属性参数水平,如锤滴的数量和高度。另一个目标是预测黏土在冲击作用下产生的孔隙压力。一个全面的地面改善项目被用来指导分析过程。通过对有限元预测和现场测量结果的比较,表明了在现场工作之前利用有限元法实现上述目标的潜力。最后,介绍了利用有限元程序预测最佳场设置从而提高DR场实施效率的逐步过程。关键词:动态置换;fem;柱基改进;披露声明作者未报告潜在利益冲突。
{"title":"Application of FEM tools in efficient field implementation of dynamic replacement of soft soils","authors":"W. Elsiwi, M. Gunaratne, G. Mullins","doi":"10.1080/19386362.2023.2264052","DOIUrl":"https://doi.org/10.1080/19386362.2023.2264052","url":null,"abstract":"ABSTRACTA dynamic finite element methodology (FEM) was developed to simulate an entire dynamic replacement (DR) program of clay with sand involving multiple poundings. The main objective of this research was to employ FEM and geotechnical test data such as cone penetration test (CPT) data at the site to predict the maximum achievable sand column (SC) depth and the corresponding optimum levels of attributing parameters such as number and height of pounder drops. Another goal was to predict the pore pressure generated in clay due to pounding. A full-scale ground improvement project was used to guide the analytical process. Comparison of FEM predictions and field measurements showed the potential of using FEM to achieve the above objectives in advance of the field work. Finally, a step – by-step procedure for using a FEM procedure to predict the optimum field setup and hence improve the efficacy of DR field implementation is illustrated.KEYWORDS: Dynamic replacementFEMsand columnground improvement Disclosure statementNo potential conflict of interest was reported by the author(s).","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135094399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bearing capacity, elastic modulus, and modulus of subgrade reaction of soft soil improved by floating stone compaction pile group 浮石压实桩群提高软土承载力、弹性模量及路基反力模量
Q2 Earth and Planetary Sciences Pub Date : 2023-10-05 DOI: 10.1080/19386362.2023.2264056
Hari Gopinadhanpillai, Balu Elias George
ABSTRACTObservations of Plate Load Tests conducted on 12 locations in the coastal belt of central Kerala, India, to investigate the performance of soft soil improved by Floating Stone Compaction Pile (FSCP) groups are presented in this paper. The soil in the sites chosen was predominantly cohesive with low shear strength. FSCPs 100mm in diameter spaced at 300mm center-to-center, and constructed using 6 mm broken stones were installed to a depth of 5.0 m. The improvement in bearing capacity, Elastic Modulus, and Modulus of Subgrade reaction of the soil were evaluated after 6 months. From the results, it was seen that an average increase of 85% in modulus of subgrade reaction, 52% for bearing capacity, and 90% for elastic modulus was gained due to the installation of FSCPs. The additional cost involved for the installation of FSCPs is only around 2% of the total cost for the construction of the structure, proving the method to be a cost-effective option.KEYWORDS: Ground improvementFloating Stone Compaction Pile (FSCP)plate load testcohesive soil AcknowledgmentsThe support by funding from Cochin Geotechnical Laboratory, India, National Institute of Technology, Calicut Kerala, and the facilities provided at the construction sites are acknowledgedDisclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementSome or all data, models, or codes that support the findings of this study are available from the corresponding author upon reasonable request.
摘要本文介绍了在印度喀拉拉邦中部沿海地带的12个地点进行的板载试验的观察结果,以研究浮石压实桩(FSCP)群改良软土的性能。所选场地土壤以黏结性为主,抗剪强度较低。fscp直径为100mm,中心间距为300mm,使用6mm碎石建造,安装深度为5.0 m。6个月后对土体承载力、弹性模量和路基反力模量的改善情况进行评价。结果表明,安装FSCPs后,路基反力模量平均提高85%,承载力平均提高52%,弹性模量平均提高90%。安装FSCPs所涉及的额外费用仅占建造结构总成本的2%左右,证明该方法是一种经济有效的选择。关键词:地基改善浮石压实桩(FSCP)板载试验黏性土感谢印度科钦岩土工程实验室、喀拉拉邦国立理工学院的资助,以及施工现场提供的设施致谢披露声明作者未报告潜在利益冲突。数据可用性声明支持本研究结果的部分或全部数据、模型或代码可根据通讯作者的合理要求获得。
{"title":"Bearing capacity, elastic modulus, and modulus of subgrade reaction of soft soil improved by floating stone compaction pile group","authors":"Hari Gopinadhanpillai, Balu Elias George","doi":"10.1080/19386362.2023.2264056","DOIUrl":"https://doi.org/10.1080/19386362.2023.2264056","url":null,"abstract":"ABSTRACTObservations of Plate Load Tests conducted on 12 locations in the coastal belt of central Kerala, India, to investigate the performance of soft soil improved by Floating Stone Compaction Pile (FSCP) groups are presented in this paper. The soil in the sites chosen was predominantly cohesive with low shear strength. FSCPs 100mm in diameter spaced at 300mm center-to-center, and constructed using 6 mm broken stones were installed to a depth of 5.0 m. The improvement in bearing capacity, Elastic Modulus, and Modulus of Subgrade reaction of the soil were evaluated after 6 months. From the results, it was seen that an average increase of 85% in modulus of subgrade reaction, 52% for bearing capacity, and 90% for elastic modulus was gained due to the installation of FSCPs. The additional cost involved for the installation of FSCPs is only around 2% of the total cost for the construction of the structure, proving the method to be a cost-effective option.KEYWORDS: Ground improvementFloating Stone Compaction Pile (FSCP)plate load testcohesive soil AcknowledgmentsThe support by funding from Cochin Geotechnical Laboratory, India, National Institute of Technology, Calicut Kerala, and the facilities provided at the construction sites are acknowledgedDisclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementSome or all data, models, or codes that support the findings of this study are available from the corresponding author upon reasonable request.","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135482681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AI grey box model for alum sludge as a soil stabilizer: an accurate predictive tool 明矾污泥作为土壤稳定剂的AI灰盒模型:一种准确的预测工具
Q2 Earth and Planetary Sciences Pub Date : 2023-09-18 DOI: 10.1080/19386362.2023.2258749
Abolfazl Baghbani, Minh Duc Nguyen, Bidur Kafle, Hasan Baghbani, Roohollah Shirani Faradonbeh
ABSTRACTBy using a grey box AI model, a comprehensive study is presented on the behaviour prediction of alum sludge as a soil stabilizer. To creat models for predicting the California bearing rtio (CBR) of alum sludge as a soil stabilizer, the study employs statistical models, including multiple linear regression (MLR) and Partial least squares (PLS), and advanced artificial intelligence, including classificatoin and regression random forests (CRRF) and classification and regression trees (CART). Results show that CRRF and CART models accurately predict CBR values better than MLR and PLS models. For predicting the behaviour of alum sludge in soil stablization, the compaction number of hammer and sludge content were the most significant parameters. Gs and optimum moisture content of soil were the least important parameters. Study results provide valuable insights into alum sludge’s behaviour as a soil stablizer, which could reduce waste and promote sustainable practice.KEYWORDS: Sustainabilityrecyclingwater treatment sludgealum sludgeAIsoil stabiliser Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要采用灰盒人工智能模型,对明矾污泥作为土壤稳定剂的性能预测进行了全面研究。为了建立预测明矾污泥作为土壤稳定剂的加州承载比(CBR)的模型,该研究采用了统计模型,包括多元线性回归(MLR)和偏最小二乘(PLS),以及先进的人工智能,包括分类和回归随机森林(CRRF)和分类和回归树(CART)。结果表明,CRRF和CART模型比MLR和PLS模型更准确地预测CBR值。预测明矾污泥在土壤稳定中的行为,锤击压实次数和污泥含量是最重要的参数。重力和土壤最适含水量是最不重要的参数。研究结果为明矾污泥作为土壤稳定剂的行为提供了有价值的见解,可以减少浪费并促进可持续实践。关键词:可持续性;循环水处理污泥;铝污泥;
{"title":"AI grey box model for alum sludge as a soil stabilizer: an accurate predictive tool","authors":"Abolfazl Baghbani, Minh Duc Nguyen, Bidur Kafle, Hasan Baghbani, Roohollah Shirani Faradonbeh","doi":"10.1080/19386362.2023.2258749","DOIUrl":"https://doi.org/10.1080/19386362.2023.2258749","url":null,"abstract":"ABSTRACTBy using a grey box AI model, a comprehensive study is presented on the behaviour prediction of alum sludge as a soil stabilizer. To creat models for predicting the California bearing rtio (CBR) of alum sludge as a soil stabilizer, the study employs statistical models, including multiple linear regression (MLR) and Partial least squares (PLS), and advanced artificial intelligence, including classificatoin and regression random forests (CRRF) and classification and regression trees (CART). Results show that CRRF and CART models accurately predict CBR values better than MLR and PLS models. For predicting the behaviour of alum sludge in soil stablization, the compaction number of hammer and sludge content were the most significant parameters. Gs and optimum moisture content of soil were the least important parameters. Study results provide valuable insights into alum sludge’s behaviour as a soil stablizer, which could reduce waste and promote sustainable practice.KEYWORDS: Sustainabilityrecyclingwater treatment sludgealum sludgeAIsoil stabiliser Disclosure statementNo potential conflict of interest was reported by the author(s).","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135154254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of mineralogical composition and chemical properties on the consolidation behaviour of clay soils 矿物组成和化学性质对粘土固结行为的影响
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-09-06 DOI: 10.1080/19386362.2023.2254135
V. Elamathi, S. Jayalekshmi
{"title":"Effect of mineralogical composition and chemical properties on the consolidation behaviour of clay soils","authors":"V. Elamathi, S. Jayalekshmi","doi":"10.1080/19386362.2023.2254135","DOIUrl":"https://doi.org/10.1080/19386362.2023.2254135","url":null,"abstract":"","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49169160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
New empirical equations for limiting void ratios as function of particle morphology properties of sand-fly ash binary assemblies 限制空隙率作为砂-粉煤灰二元组件颗粒形态特性函数的新经验方程
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-09-05 DOI: 10.1080/19386362.2023.2254132
Abdellah Cherif Taiba, Y. Mahmoudi, M. Belkhatir
ABSTRACT The objective of this research is to develop novel empirical equations to predict the extreme void ratios of sand-fly ash mixtures. These equations rely on multiple variables derived from the particle morphology properties of three different types of sandy materials. These sands are mixed with varying fractions of spherical fly ash particles, ranging from 0% to 30% fly ash content. High-quality microscope images of individual particles are used to determine the particle morphology properties. The analysis of the results confirms that combining these particle morphology properties (Acom, Scom, ARcom, Cxcom, and ORcom) provides suitable factors for predicting the extreme void ratios of the examined sand-fly ash mixtures. Furthermore, the study clearly demonstrates the significant influence of particle morphology on the packing density of the materials. The developed multi-variable functions can be systematically employed to predict the limit void ratios of sand-fly ash mixtures commonly encountered in various geotechnical engineering applications.
{"title":"New empirical equations for limiting void ratios as function of particle morphology properties of sand-fly ash binary assemblies","authors":"Abdellah Cherif Taiba, Y. Mahmoudi, M. Belkhatir","doi":"10.1080/19386362.2023.2254132","DOIUrl":"https://doi.org/10.1080/19386362.2023.2254132","url":null,"abstract":"ABSTRACT The objective of this research is to develop novel empirical equations to predict the extreme void ratios of sand-fly ash mixtures. These equations rely on multiple variables derived from the particle morphology properties of three different types of sandy materials. These sands are mixed with varying fractions of spherical fly ash particles, ranging from 0% to 30% fly ash content. High-quality microscope images of individual particles are used to determine the particle morphology properties. The analysis of the results confirms that combining these particle morphology properties (Acom, Scom, ARcom, Cxcom, and ORcom) provides suitable factors for predicting the extreme void ratios of the examined sand-fly ash mixtures. Furthermore, the study clearly demonstrates the significant influence of particle morphology on the packing density of the materials. The developed multi-variable functions can be systematically employed to predict the limit void ratios of sand-fly ash mixtures commonly encountered in various geotechnical engineering applications.","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47801394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feasibility of Najran rocks crushing waste as manufactured sand in the sustainable concrete industry in the Kingdom of Saudi Arabia Najran岩石破碎废料在沙特阿拉伯王国可持续混凝土工业中作为人造砂的可行性
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-09-01 DOI: 10.1080/19386362.2023.2246234
Moustafa Abdulrahim Mohamedsalih, A. K. Abd El Aal, Ahmed E. Radwan, Gamil M. S. Abdullah, Mabkhoot Al Saiari
ABSTRACT The rock crushing process produces powdered materials, and tons of these are buried as waste in low-lying areas, dumped on plains, or stacked on them across large areas, negatively impacting the Najran region’s environment in Saudi Arabia, and later they have been used to create manufactured sand (MS). We have studied the feasibility of using Najran MS in the industry of concrete (whose constituents are cement, sand, gravel, and water) by replacing it partially with natural sand in different percentages (20%, 30%, 40%, 60%, and 80%). Based on the British specifications, the physical and mechanical tests of the aggregate and concrete were performed on the Najran manufactured sand concrete samples and compared to conventional concrete samples. In addition, ultrasound tests and scanning electron microscopy of samples were performed to study their internal characteristics. Through the physical tests that were carried out on the two samples of natural sand and Najran manufactured sand, it was found that, except for the absorption of the manufactured sand, they are within the limits of the required British specifications, where the bulk particle density was 2.6 gm/cm 3 and 2.8 gm/cm 3 and the absorption was 1.85% and 9.94% for both natural sand and Najran manufactured sand, respectively. The gradation of natural sand was classified as medium, and the Najran manufactured sand was coarse, falling within the limits of the gradation. According to the ultrasonic test and scanning electron microscope of the concrete samples, it was found that the density of hardened concrete increases by increasing the percentage of Najran manufactured sand replacing natural sand in the concrete mix up to 40%, where the enhancement was 51.78% and 53.46% for the bulk density and the dry density, respectively, subsequently the density decreases gradually. Eventually, it is found that the optimum content of Najran manufactured sand that required improving the mechanical properties of the produced concrete is 40% replacement for natural sand, which gains enhancements of 13.75% for both compressive strength and flexural strength, and 11.9% for splitting strength, respectively, when compared with the properties of conventional concrete. This study can help to manage and reduce significant environmental pollution problems, as well as develop sustainable, low-cost materials that can be used in buildings by low-income people, particularly in Saudi Arabia.
{"title":"Feasibility of Najran rocks crushing waste as manufactured sand in the sustainable concrete industry in the Kingdom of Saudi Arabia","authors":"Moustafa Abdulrahim Mohamedsalih, A. K. Abd El Aal, Ahmed E. Radwan, Gamil M. S. Abdullah, Mabkhoot Al Saiari","doi":"10.1080/19386362.2023.2246234","DOIUrl":"https://doi.org/10.1080/19386362.2023.2246234","url":null,"abstract":"ABSTRACT The rock crushing process produces powdered materials, and tons of these are buried as waste in low-lying areas, dumped on plains, or stacked on them across large areas, negatively impacting the Najran region’s environment in Saudi Arabia, and later they have been used to create manufactured sand (MS). We have studied the feasibility of using Najran MS in the industry of concrete (whose constituents are cement, sand, gravel, and water) by replacing it partially with natural sand in different percentages (20%, 30%, 40%, 60%, and 80%). Based on the British specifications, the physical and mechanical tests of the aggregate and concrete were performed on the Najran manufactured sand concrete samples and compared to conventional concrete samples. In addition, ultrasound tests and scanning electron microscopy of samples were performed to study their internal characteristics. Through the physical tests that were carried out on the two samples of natural sand and Najran manufactured sand, it was found that, except for the absorption of the manufactured sand, they are within the limits of the required British specifications, where the bulk particle density was 2.6 gm/cm 3 and 2.8 gm/cm 3 and the absorption was 1.85% and 9.94% for both natural sand and Najran manufactured sand, respectively. The gradation of natural sand was classified as medium, and the Najran manufactured sand was coarse, falling within the limits of the gradation. According to the ultrasonic test and scanning electron microscope of the concrete samples, it was found that the density of hardened concrete increases by increasing the percentage of Najran manufactured sand replacing natural sand in the concrete mix up to 40%, where the enhancement was 51.78% and 53.46% for the bulk density and the dry density, respectively, subsequently the density decreases gradually. Eventually, it is found that the optimum content of Najran manufactured sand that required improving the mechanical properties of the produced concrete is 40% replacement for natural sand, which gains enhancements of 13.75% for both compressive strength and flexural strength, and 11.9% for splitting strength, respectively, when compared with the properties of conventional concrete. This study can help to manage and reduce significant environmental pollution problems, as well as develop sustainable, low-cost materials that can be used in buildings by low-income people, particularly in Saudi Arabia.","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47561399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Engineering properties of construction and demolition material blends for pavement subbase applications 路面底基层用建筑和拆除材料混合物的工程特性
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-08-29 DOI: 10.1080/19386362.2023.2251796
Neetu Yadav, R. Kumar, Radha J. Gonawala
{"title":"Engineering properties of construction and demolition material blends for pavement subbase applications","authors":"Neetu Yadav, R. Kumar, Radha J. Gonawala","doi":"10.1080/19386362.2023.2251796","DOIUrl":"https://doi.org/10.1080/19386362.2023.2251796","url":null,"abstract":"","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47521448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Shear strength characteristics of binary mixture sand-carpet fibre using experimental study and machine learning 采用实验研究和机器学习方法研究二元混合砂毡纤维的抗剪强度特性
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-08-17 DOI: 10.1080/19386362.2023.2246247
Firas Daghistani, Abolfazl Baghbani, Hossam Abuel Naga
ABSTRACT Mixing carpet fibre in sand offers great potential for enhancing soil properties. In this study, direct shear tests were conducted on two different sands mixed with varying carpet fibre percentages to investigate the effects on soil strength, stiffness, and deformation. Artificial intelligence techniques were used to analyse the data and develop predictive models, including an empirical equation that predicts the shear strength. The results showed that the addition of carpet fibre improved soil properties, with increased strength, stiffness, and reduced deformation. The AI models, including the empirical equation, accurately predicted the mixture's shear strength. Furthermore, this study investigated the importance of each input parameter in predicting the mixture's shear strength. The input parameters are normal stress, void ratio, mean particle size, and the ratio of carpet fibre content to specific gravity. According to the results, normal stress is the most important parameter, and mean particle size is the least important.
{"title":"Shear strength characteristics of binary mixture sand-carpet fibre using experimental study and machine learning","authors":"Firas Daghistani, Abolfazl Baghbani, Hossam Abuel Naga","doi":"10.1080/19386362.2023.2246247","DOIUrl":"https://doi.org/10.1080/19386362.2023.2246247","url":null,"abstract":"ABSTRACT Mixing carpet fibre in sand offers great potential for enhancing soil properties. In this study, direct shear tests were conducted on two different sands mixed with varying carpet fibre percentages to investigate the effects on soil strength, stiffness, and deformation. Artificial intelligence techniques were used to analyse the data and develop predictive models, including an empirical equation that predicts the shear strength. The results showed that the addition of carpet fibre improved soil properties, with increased strength, stiffness, and reduced deformation. The AI models, including the empirical equation, accurately predicted the mixture's shear strength. Furthermore, this study investigated the importance of each input parameter in predicting the mixture's shear strength. The input parameters are normal stress, void ratio, mean particle size, and the ratio of carpet fibre content to specific gravity. According to the results, normal stress is the most important parameter, and mean particle size is the least important.","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41729582","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Effect of thixotropy on mechanical properties of soft clay with different initial disturbance degrees 触变性对不同初始扰动程度软粘土力学性能的影响
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-08-10 DOI: 10.1080/19386362.2023.2246231
Aiwu Yang, Shaopeng Yang, Jing Zhang, Xianwei Zhang
{"title":"Effect of thixotropy on mechanical properties of soft clay with different initial disturbance degrees","authors":"Aiwu Yang, Shaopeng Yang, Jing Zhang, Xianwei Zhang","doi":"10.1080/19386362.2023.2246231","DOIUrl":"https://doi.org/10.1080/19386362.2023.2246231","url":null,"abstract":"","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43952414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive utilization of brick waste as a precursor in synthesizing geopolymer for treating black cotton soil 砖渣作前驱体合成地质聚合物处理黑棉土的综合利用
IF 1.9 Q2 Earth and Planetary Sciences Pub Date : 2023-08-10 DOI: 10.1080/19386362.2023.2245230
A. Gaddam, Venkata Ramana Gondu, S. K. Yamsani, Vinod Kumar Adigopula
{"title":"Comprehensive utilization of brick waste as a precursor in synthesizing geopolymer for treating black cotton soil","authors":"A. Gaddam, Venkata Ramana Gondu, S. K. Yamsani, Vinod Kumar Adigopula","doi":"10.1080/19386362.2023.2245230","DOIUrl":"https://doi.org/10.1080/19386362.2023.2245230","url":null,"abstract":"","PeriodicalId":47238,"journal":{"name":"International Journal of Geotechnical Engineering","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45519723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
International Journal of Geotechnical Engineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1