Hybrid Advances最新文献_第2页

Graphene-based hybrid materials and composites 石墨烯基杂化材料及复合材料

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100494

Marialuigia Raimondo, Sravendra Rana

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3D printed micro and nano sensors for healthcare applications (3DPMNS) 用于医疗保健应用的3D打印微纳米传感器（3DPMNS）

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100499

Arpana Parihar , Mahendra U. Gaikwad , Raju Khan

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Enhancing mechanical and surface properties of 3D-Printed Kevlar-reinforced ABS/PLA composites through FDM process 通过FDM工艺提高3d打印凯夫拉增强ABS/PLA复合材料的机械性能和表面性能

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100510

Narayan Chandra Ray , Rotan Kumar Saha , Md Easin Mollah , Shaikh Rakib , Yusuf Ali

{"title":"Enhancing mechanical and surface properties of 3D-Printed Kevlar-reinforced ABS/PLA composites through FDM process","authors":"Narayan Chandra Ray , Rotan Kumar Saha , Md Easin Mollah , Shaikh Rakib , Yusuf Ali","doi":"10.1016/j.hybadv.2025.100510","DOIUrl":"10.1016/j.hybadv.2025.100510","url":null,"abstract":"<div><div>This study investigates the mechanical and surface properties of Kevlar-reinforced acrylonitrile butadiene styrene (ABS) and polylactic acid (PLA) composites fabricated via the fused deposition modeling (FDM) process, with the goal of enhancing material performance for advanced engineering applications. Various Kevlar powder concentrations were integrated into the polymer matrix, and the composites were evaluated through tensile, flexural, toughness, hardness, and surface roughness tests. The results demonstrated that Kevlar reinforcement significantly enhanced tensile strength and toughness by 32.55 % and 9.24 %, respectively, while hardness improved by 8.98 %, contributing to greater wear resistance. Additionally, surface roughness analysis revealed that pure PLA and ABS exhibited the smoothest surface finishes; however, the S3 (95 % ABS + 5 % Kevlar powder) sample, achieved the most favorable balance between mechanical performance and surface quality, making it the optimal formulation among the tested specimens. Scanning electron microscopy (SEM) confirmed uniform Kevlar dispersion, leading to better structural integrity and reduced defect formation. Surface topography analysis showed that the S3 composite exhibited the lowest mean surface height (0.5373 nm) and the largest mean particle area (44.74 μm<sup>2</sup>), suggesting a well-distributed reinforcement phase. However, S4 (90 % ABS+10 % Kevlar powder) sample displayed a significantly higher mean surface height (230.1 nm) and a reduced mean particle area (11.07 μm<sup>2</sup>), indicating increased surface irregularities and imperfections. These findings highlight the potential of Kevlar-reinforced ABS/PLA composites for lightweight, high-strength applications in the automotive, aerospace, and protective equipment sectors.</div></div>","PeriodicalId":100614,"journal":{"name":"Hybrid Advances","volume":"11 ","pages":"Article 100510"},"PeriodicalIF":0.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144203184","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}

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Editorial: Hybrid materials and processes in additive manufacturing 社论：增材制造中的混合材料和工艺

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100464

Athanasios Tiliakos , Antonios Makridis , Matteo Bruno Lodi

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Editorial on “Hybrid clay materials” Special Issue “混合粘土材料”特刊社论

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100495

Giuseppe Cavallaro , Nia Gray-Wannell , Samahe Sadjadi , Pooria Pasbakhsh

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Editorial on “Modelling of Hybrid and Composite Materials” Special Issue “混合和复合材料的建模”特刊社论

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100496

Lorenzo Lisuzzo , Dmitry Yu. Murzin , Karoliina Honkala

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Editorial: International conference on materials for sustainable energy, environment & health 2023 编辑：2023可持续能源、环境与健康材料国际会议

Hybrid Advances Pub Date : 2025-06-01 DOI: 10.1016/j.hybadv.2025.100498

Brijesh Tripathi , Nitin Chaudhari , Prakash Chandra , Prahlad K. Baruah , Manoj Kumar Pandey

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Prediction of splitting tensile strength of fiber-reinforced recycled aggregate concrete utilizing machine learning models with SHAP analysis 利用机器学习模型和SHAP分析预测纤维增强再生骨料混凝土的劈裂抗拉强度

Hybrid Advances Pub Date : 2025-05-27 DOI: 10.1016/j.hybadv.2025.100507

Md Al Adnan , Muhammad Babur , Faisal Farooq , Mursaleen Shahid , Zamiul Ahmed , Pobithra Das

{"title":"Prediction of splitting tensile strength of fiber-reinforced recycled aggregate concrete utilizing machine learning models with SHAP analysis","authors":"Md Al Adnan , Muhammad Babur , Faisal Farooq , Mursaleen Shahid , Zamiul Ahmed , Pobithra Das","doi":"10.1016/j.hybadv.2025.100507","DOIUrl":"10.1016/j.hybadv.2025.100507","url":null,"abstract":"<div><div>The infrastructure industry utilizes a significant number of natural resources and produces a lot of construction waste, both of which have negative environmental effects. As a solution, recycled aggregate concrete has emerged as a practical substitute. Predicting strength accurately is essential for cutting design time and expenses while limiting material waste from numerous mixing tests. Machine learning methods tackle structural engineering issues, including the prediction of Splitting Tensile Strength (STS). In this study, used four novel machine learning models such as Random Forest Regression (RFR), Extreme Gradient Boosting (XGBoost), Gradient Boosted Regression Trees (GBRT), and Bagging Regressor (BR) with grid search for hyperparameter tuning to forecast the splitting tensile strength of fiber-reinforced recycled aggregate concrete (FRRAC). The machine learning models demonstrated high reliability in predicting splitting tensile strength, including robust values for R-squared (R<sup>2</sup>), Root Mean Square Error (RMSE), Mean Absolute Percentage Error (MAPE) and Mean Absolute Error (MAE). The prediction performance of the GBRT models showed the greatest R<sup>2</sup> value of 0.95 during the training stage and R<sup>2</sup> value of 0.83 during the testing phase. The XGBoost, RFR and BR models found R-square values were 0.822, 0.781 and 0.824 at the testing phase, respectively. Moreover, the RFR, BR, GBRT, and XGBoost model RMSE values were found to be 0.333, 0.298, 0.276, and 0.3004 at the testing phase, respectively, where the GBRT model RMSE value was found to be good. The GBRT model showed the lowest uncertainty value of both phases, with values of 0.619 and 0.597 for the training and testing phases, respectively. Furthermore, SHapley Additive exPlanations (SHAP) analysis found that CR, and additional of Fiber were the most influential input features and replacement percentage of CR (%) and RCA Absorption capacity (%) inputs had the lowest impact of Fiber-Reinforced Recycled Aggregate Concrete for predicting splitting tensile strength. These results indicate that the suggested technique can significantly contribute to sustainable construction practices by precisely predicting splitting tensile strength.</div></div>","PeriodicalId":100614,"journal":{"name":"Hybrid Advances","volume":"11 ","pages":"Article 100507"},"PeriodicalIF":0.0,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144190165","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

Combining natural and synthetic fibers as fillers to improve Ghana's Portland cement for oil wells 结合天然纤维和合成纤维作为填料，改进加纳油井用波特兰水泥

Hybrid Advances Pub Date : 2025-05-22 DOI: 10.1016/j.hybadv.2025.100506

Solomon Asante-Okyere, Kelvin Ofori Ayisi, Gabriel Osborne Osae Darko

{"title":"Combining natural and synthetic fibers as fillers to improve Ghana's Portland cement for oil wells","authors":"Solomon Asante-Okyere, Kelvin Ofori Ayisi, Gabriel Osborne Osae Darko","doi":"10.1016/j.hybadv.2025.100506","DOIUrl":"10.1016/j.hybadv.2025.100506","url":null,"abstract":"<div><div>Cementing is a crucial operation in the oil and gas industry, where Portland cement is commonly used. However, locally produced Portland cement in Ghana falls short of meeting the rigorous standards required for oil well cementing. The study examined the effects of adding coconut fiber and fiberglass to the cement slurry to improve its rheological and compressive strength properties. The free fluid content, rheological properties, and compressive strength of the filler incorporated in local Portland cement slurries were monitored. The outcome of the experimental procedures indicates that incorporating these fibers significantly enhances the mechanical performance of the cement, with a marked increase in compressive strength values ranging from 6.31 MPa (0 % fibers) to 14.60 MPa (1.25 % coconut fiber and 1.25 % fiber glass) which meets the API requirement for an oil well. The rheological properties indicated an increased plastic viscosity ranging from 58 mPa s (0 % fibers) to 91.5 mPa s (1.25 % coconut fiber and 1.25 % fiberglass) and decreased yield point ranging from 31.36 pa (0 % fiber) to 22.74 pa (1.25 % coconut fiber and 1.25 % fiberglass). The free fluid content decreased from 1.39 % (0 % fiber) to 0.75 % (1.25 % coconut fiber and 1.25 % fiberglass). Therefore, this research highlights the potential of natural and synthetic fibers to enhance the performance of local Portland cement, contributing to efficient and a more cost effective cementing solutions in the oil and gas industry in Ghana.</div></div>","PeriodicalId":100614,"journal":{"name":"Hybrid Advances","volume":"11 ","pages":"Article 100506"},"PeriodicalIF":0.0,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144167412","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

Essential properties, growth methods, environmental impacts, and solar cell application of antimony triselenide thin films: A review 三硒化锑薄膜的基本性质、生长方法、环境影响及太阳能电池应用综述

Hybrid Advances Pub Date : 2025-05-19 DOI: 10.1016/j.hybadv.2025.100505

J.A. Ezihe , M. Abdulwahab , F.I. Ezema , O.K. Echendu

{"title":"Essential properties, growth methods, environmental impacts, and solar cell application of antimony triselenide thin films: A review","authors":"J.A. Ezihe , M. Abdulwahab , F.I. Ezema , O.K. Echendu","doi":"10.1016/j.hybadv.2025.100505","DOIUrl":"10.1016/j.hybadv.2025.100505","url":null,"abstract":"<div><div><span><math><mrow><mi>S</mi><msub><mi>b</mi><mn>2</mn></msub><mi>S</mi><msub><mi>e</mi><mn>3</mn></msub></mrow></math></span> is a semiconductor material characterized by a high absorption coefficient, strong stability, non-toxicity, affordability, and abundant elemental resources. Recently, significant advancements have been made in the development of <span><math><mrow><mi>S</mi><msub><mi>b</mi><mn>2</mn></msub><mi>S</mi><msub><mi>e</mi><mn>3</mn></msub></mrow></math></span> material, particularly in applications such as solar cells, photodetectors, memory devices, and batteries. There have been concerted efforts aimed at enhancing the performance of these technologies. This review explores the diverse properties of <span><math><mrow><mi>S</mi><msub><mi>b</mi><mn>2</mn></msub><mi>S</mi><msub><mi>e</mi><mn>3</mn></msub></mrow></math></span> thin-film solar cell material, along with the benefits and challenges associated with its various preparation methods as well as its environmental impacts. The important aspects of <span><math><mrow><mi>S</mi><msub><mi>b</mi><mn>2</mn></msub><msub><mrow><mi>S</mi><mi>e</mi></mrow><mn>3</mn></msub></mrow></math></span>, such as their optical properties, structure, manufacturing processes, and performance metrics, are examined in this work. Many techniques for producing superior <span><math><mrow><mi>S</mi><msub><mi>b</mi><mn>2</mn></msub><msub><mrow><mi>S</mi><mi>e</mi></mrow><mn>3</mn></msub></mrow></math></span> thin films are explored, as well as how they affect the functionality of devices. The viability of <span><math><mrow><mi>S</mi><msub><mi>b</mi><mn>2</mn></msub><msub><mrow><mi>S</mi><mi>e</mi></mrow><mn>3</mn></msub></mrow></math></span> for solar energy conversion is also examined through an analysis of its electronic band structure and optical absorption properties as well as its future perspective.</div></div>","PeriodicalId":100614,"journal":{"name":"Hybrid Advances","volume":"10 ","pages":"Article 100505"},"PeriodicalIF":0.0,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144115736","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