标题
Prediction of FRCM–Concrete Bond Strength with Machine Learning Approach
作者
关键词
-
出版物
Sustainability
Volume 14, Issue 2, Pages 845
出版商
MDPI AG
发表日期
2022-01-12
DOI
10.3390/su14020845
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members
- (2021) Md Shah Alam et al. APPLIED SOFT COMPUTING
- Flexural behavior of carbon-textile-reinforced concrete I-section beams
- (2021) Kissila Botelho Goliath et al. COMPOSITE STRUCTURES
- Tensile behavior of flax textile reinforced lime-mortar: Influence of reinforcement amount and textile impregnation
- (2021) Giuseppe Ferrara et al. CEMENT & CONCRETE COMPOSITES
- Experimental and numerical investigation of carbon textile/cementitious matrix interfacebehaviourfrom pull-out tests
- (2021) Manh Tien Tran et al. CONSTRUCTION AND BUILDING MATERIALS
- A simplified design approach for predicting the flexural behavior of TRM-strengthened RC beams under cyclic loads
- (2021) Gaochuang Cai et al. CONSTRUCTION AND BUILDING MATERIALS
- Identification of the interfacial cohesive law parameters of FRP strips externally bonded to concrete using machine learning techniques
- (2021) Miao Su et al. ENGINEERING FRACTURE MECHANICS
- Strengthening of preloaded RC beams using prestressed carbon textile reinforced mortar plates
- (2021) Y.X. Du et al. Structures
- Estimation of the FRP-concrete bond strength with code formulations and machine learning algorithms
- (2021) Bogachan Basaran et al. COMPOSITE STRUCTURES
- Flexural design of reinforced concrete structures strengthened with hybrid bonded FRP
- (2021) Feng Zhang et al. COMPOSITE STRUCTURES
- Durability assessment of FRP-to-concrete bonded connections under moisture condition using data-driven machine learning-based approaches
- (2021) K. Aghabalaei Baghaei et al. COMPOSITE STRUCTURES
- Sisal textile reinforced concrete: Improving tensile strength and bonding through peeling and nano-silica treatment
- (2021) Dimas Alan Strauss Rambo et al. CONSTRUCTION AND BUILDING MATERIALS
- Experimental study of FRP-strengthened concrete beams with corroded reinforcement
- (2021) Jincheng Yang et al. CONSTRUCTION AND BUILDING MATERIALS
- Compressive behaviour of concrete column confined with basalt textile reinforced ECC
- (2021) Xuan Chen et al. ENGINEERING STRUCTURES
- Shear performance of short-span FRP-reinforced concrete beams strengthened with CFRP and TRC
- (2021) Cao Thanh Ngoc Tran et al. ENGINEERING STRUCTURES
- Axial behavior of concrete confined with flax fiber-reinforced polymers
- (2021) Emre Akın et al. Materials Today Communications
- Bond strength prediction of concrete-encased steel structures using hybrid machine learning method
- (2021) Xianlin Wang et al. Structures
- Assessment and modeling of the debonding failure of fabric-reinforced cementitious matrix (FRCM) systems
- (2021) Ahmed Mandor et al. COMPOSITE STRUCTURES
- Experimental and analytical study on the behavior of RC beams with externally bonded carbon-FRCM composites
- (2021) Liangliang Wei et al. COMPOSITE STRUCTURES
- Finite element parametric analysis of RC columns strengthened with FRCM
- (2021) Muhammad Kyaure et al. COMPOSITE STRUCTURES
- Incorporation of high contents of textile, acrylic and glass waste fibres in cement-based mortars. Influence on mortars’ fresh, mechanical and deformability behaviour
- (2021) Catarina Brazão Farinha et al. CONSTRUCTION AND BUILDING MATERIALS
- Ensemble learning based approach for FRP-concrete bond strength prediction
- (2021) Shi-Zhi Chen et al. CONSTRUCTION AND BUILDING MATERIALS
- Research on the mechanical properties of assembled TRC permanent formwork composite columns
- (2021) Shichang Li et al. ENGINEERING STRUCTURES
- Machine learning prediction of structural response for FRP retrofitted RC slabs subjected to blast loading
- (2021) Monjee K. Almustafa et al. ENGINEERING STRUCTURES
- Predicting Shear Strength in FRP-Reinforced Concrete Beams Using Bat Algorithm-Based Artificial Neural Network
- (2021) Mohammad Nikoo et al. Advances in Materials Science and Engineering
- Multi-objective optimisation of a graphite-slag conductive composite applying a BAS-SVR based model
- (2021) Junbo Sun et al. Journal of Building Engineering
- Analytical study on the effectiveness of hybrid FRP strengthening on behaviour of slender reinforced concrete square columns
- (2021) Amit Saini et al. Structures
- Crack Spacing Prediction of Fibre-Reinforced Concrete Beams with Lap-Spliced Bars by Machine Learning Models
- (2020) Mohammad Rezaiee-Pajand et al. Iranian Journal of Science and Technology-Transactions of Civil Engineering
- Analysis of Interface Properties Between TRC and Concrete Under Chloride Attack Based on Fracture Energy
- (2020) Shichang Li et al. International Journal of Concrete Structures and Materials
- A New and Robust Hybrid Artificial Bee Colony Algorithm – ANN Model for FRP-Concrete Bond Strength Evaluation
- (2020) Hashem Jahangir et al. COMPOSITE STRUCTURES
- Experimental study and analytical modeling on tensile performance of basalt textile reinforced concrete
- (2020) Sai Liu et al. CONSTRUCTION AND BUILDING MATERIALS
- Evaluating the Potential of Gaussian Process Regression for Solar Radiation Forecasting: A Case Study
- (2020) Foster Lubbe et al. Energies
- An improved deflection model for FRP RC beams using an artificial intelligence-based approach
- (2020) Hoan D. Nguyen et al. ENGINEERING STRUCTURES
- A comparison of machine learning algorithms for assessment of delamination in fiber-reinforced polymer composite beams
- (2020) Mengyue He et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Physical, chemical and thermomechanical characterisation of glass textile-reinforced concretes (TRC): Effect of elevated temperature and of cementitious matrix nature on properties of TRC
- (2020) Tala Tlaiji et al. Materials Today Communications
- Structural and sensing performance of RC beams strengthened with prestressed near-surface mounted self-sensing basalt FRP bar
- (2020) Yongsheng Tang et al. COMPOSITE STRUCTURES
- Selected machine learning approaches for predicting the interfacial bond strength between FRPs and concrete
- (2020) Miao Su et al. CONSTRUCTION AND BUILDING MATERIALS
- Investigation on the alkali resistance of basalt fiber and its textile in different alkaline environments
- (2020) Qingxuan Wang et al. CONSTRUCTION AND BUILDING MATERIALS
- A cost-effective FRCM technique for seismic strengthening of minarets
- (2020) Alemdar Bayraktar et al. ENGINEERING STRUCTURES
- A machine learning-based time-dependent shear strength model for corroded reinforced concrete beams
- (2020) Bo Fu et al. Journal of Building Engineering
- Shear strength prediction of reinforced concrete beams by baseline, ensemble, and hybrid machine learning models
- (2019) Jui-Sheng Chou et al. SOFT COMPUTING
- Comparative study on the mechanical behavior and durability of polypropylene and sisal fiber reinforced concretes
- (2019) Raylane de Souza Castoldi et al. CONSTRUCTION AND BUILDING MATERIALS
- Effect of high temperature exposure on epoxy-coated glass textile reinforced mortar (GTRM) composites
- (2019) Massimo Messori et al. CONSTRUCTION AND BUILDING MATERIALS
- An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data
- (2019) Lu Cheng et al. Nature Communications
- Experimental tests for the characterization of sisal fiber reinforced cementitious matrix for strengthening masonry structures
- (2019) Claudia Brito de Carvalho Bello et al. CONSTRUCTION AND BUILDING MATERIALS
- Comparison of different types of TRM composites for strengthening masonry panels
- (2019) Xuan Wang et al. CONSTRUCTION AND BUILDING MATERIALS
- Load-carrying capacity and mode failure simulation of beam-column joint connection: Application of self-tuning machine learning model
- (2019) Afrah Abdulelah Hamzah Alwanas et al. ENGINEERING STRUCTURES
- Prediction of shear strength and behavior of RC beams strengthened with externally bonded FRP sheets using machine learning techniques
- (2019) Omar R. Abuodeh et al. COMPOSITE STRUCTURES
- Fiber-reinforced polymer composites in strengthening reinforced concrete structures: A critical review
- (2019) M.Z. Naser et al. ENGINEERING STRUCTURES
- Experimental study on anchoring of FRP-strengthened concrete beams
- (2019) Ayman N. Ababneh et al. Structures
- Bond characteristics of different FRCM systems
- (2018) Adel Younis et al. CONSTRUCTION AND BUILDING MATERIALS
- Effects of Environmental Conditioning on the Bond Behavior of FRP and FRCM Systems Applied to Concrete Elements
- (2018) Francesca Ceroni et al. JOURNAL OF ENGINEERING MECHANICS
- Recommendation of RILEM Technical Committee 250-CSM: Test method for Textile Reinforced Mortar to substrate bond characterization
- (2018) Gianmarco de Felice et al. MATERIALS AND STRUCTURES
- Experimental study on effective bond length of basalt textile reinforced mortar strengthening system: Contributions of digital image correlation
- (2018) Carmelo Caggegi et al. MEASUREMENT
- Effects of Environmental Conditioning on the Bond Behavior of FRP and FRCM Systems Applied to Concrete Elements
- (2018) Francesca Ceroni et al. JOURNAL OF ENGINEERING MECHANICS
- Life Cycle Cost Assessment of Preventive Strategies Applied to Prestressed Concrete Bridges Exposed to Chlorides
- (2018) Ignacio Navarro et al. Sustainability
- Investigating the Predictive Performance of Gaussian Process Regression in Evaluating Reservoir Porosity and Permeability
- (2018) Solomon Asante-Okyere et al. Energies
- Strengthening of Concrete Structures with Textile Reinforced Mortars: State-of-the-Art Review
- (2018) Lampros N. Koutas et al. JOURNAL OF COMPOSITES FOR CONSTRUCTION
- Performance of FRCM-Strengthened RC Beams Subject to Fatigue
- (2017) Vanessa Pino et al. Journal of Bridge Engineering
- Fatigue and Flexural Behavior of Reinforced-Concrete Beams Strengthened with Fiber-Reinforced Cementitious Matrix
- (2017) Zena R. Aljazaeri et al. JOURNAL OF COMPOSITES FOR CONSTRUCTION
- Gaussian process regression for forecasting battery state of health
- (2017) Robert R. Richardson et al. JOURNAL OF POWER SOURCES
- Robust identification of air traffic flow patterns in Metroplex terminal areas under demand uncertainty
- (2017) Stavros Sidiropoulos et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Bond between textile-reinforced mortar (TRM) and concrete substrates: Experimental investigation
- (2016) Saad M. Raoof et al. COMPOSITES PART B-ENGINEERING
- Forecasting municipal solid waste generation using artificial intelligence modelling approaches
- (2016) Maryam Abbasi et al. WASTE MANAGEMENT
- Property improvements of alkali resistant glass fibres/epoxy composite with nanosilica for textile reinforced concrete applications
- (2016) Alexandru Chira et al. MATERIALS & DESIGN
- A comparison of the bond behavior of PBO-FRCM composites determined by double-lap and single-lap shear tests
- (2015) L.H. Sneed et al. CEMENT & CONCRETE COMPOSITES
- Fire behaviour of FRP-strengthened reinforced concrete structural elements: A state-of-the-art review
- (2015) João P. Firmo et al. COMPOSITES PART B-ENGINEERING
- Bond characteristics of carbon fabric-reinforced cementitious matrix in double shear tests
- (2015) Oluwafunmilayo Awani et al. CONSTRUCTION AND BUILDING MATERIALS
- Influence of the substrate characteristics on the bond behavior of PBO FRCM-concrete joints
- (2015) Tommaso D’Antino et al. CONSTRUCTION AND BUILDING MATERIALS
- Structural effectiveness of FRP materials in strengthening RC beams
- (2015) Giuseppe Spadea et al. ENGINEERING STRUCTURES
- Role of the Matrix Layers in the Stress-Transfer Mechanism of FRCM Composites Bonded to a Concrete Substrate
- (2015) C. Carloni et al. JOURNAL OF ENGINEERING MECHANICS
- Prediction of Flexural Capacity of RC Beams Strengthened in Flexure with FRP Fabric and Cementitious Matrix
- (2015) Kyusan Jung et al. International Journal of Polymer Science
- Role of the Matrix Layers in the Stress-Transfer Mechanism of FRCM Composites Bonded to a Concrete Substrate
- (2015) C. Carloni et al. JOURNAL OF ENGINEERING MECHANICS
- Investigation of The Bond Behaviour Between PBO-FRCM Strengthening Material and Concrete
- (2014) Chanh Thai Minh Tran et al. Journal of Advanced Concrete Technology
- ADS-B System Failure Modes and Models
- (2014) Busyairah Syd Ali et al. JOURNAL OF NAVIGATION
- Experimental analysis on bond between PBO-FRCM strengthening materials and concrete
- (2012) Angelo D’Ambrisi et al. COMPOSITES PART B-ENGINEERING
- Application of artificial neural networks to predict the bond strength of FRP-to-concrete joints
- (2012) Mohammed A. Mashrei et al. CONSTRUCTION AND BUILDING MATERIALS
- Life-Cycle Cost Assessment of Maintenance Strategies for RC Structures in Chloride Environments
- (2011) John A. Mullard et al. Journal of Bridge Engineering
- Classification and regression trees
- (2011) Wei-Yin Loh Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Comparative analysis of neural network techniques for predicting water consumption time series
- (2010) Mahmut Firat et al. JOURNAL OF HYDROLOGY
- Interphase modification of alkali-resistant glass fibres and carbon fibres for textile reinforced concrete I: Fibre properties and durability
- (2008) C. Scheffler et al. COMPOSITES SCIENCE AND TECHNOLOGY
- Linear and logistic regression analysis
- (2008) G. Tripepi et al. KIDNEY INTERNATIONAL
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started