A comparative study of regression, neural network and neuro-fuzzy inference system for determining the compressive strength of brick–mortar masonry by fusing nondestructive testing data
Sign Up to like & getrecommendations! Published in 2019 at "Engineering with Computers"
DOI: 10.1007/s00366-019-00810-4
Abstract: Determining the compressive strength of masonry structures is critical for assessing their service life and thus providing safety assurances to their occupants and valued stakeholders. This paper presents a methodology based on various data fusion… read more here.
Keywords: strength; determining compressive; nondestructive testing; masonry ... See more keywords
Design and implementation of a new tuned hybrid intelligent model to predict the uniaxial compressive strength of the rock using SFS-ANFIS
Sign Up to like & getrecommendations! Published in 2021 at "Engineering with Computers"
DOI: 10.1007/s00366-020-00977-1
Abstract: This study proposes a novel design to systematically optimize the parameters for the adaptive neuro-fuzzy inference system (ANFIS) model using stochastic fractal search (SFS) algorithm. To affirm the efficiency of the proposed SFS-ANFIS model, the… read more here.
Keywords: uniaxial compressive; sfs anfis; model; anfis ... See more keywords
Uncertainty quantification of ultimate compressive strength of CCFST columns using hybrid machine learning model
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DOI: 10.1007/s00366-021-01339-1
Abstract: This study aims to estimate the value and quantify the uncertainty of the compressive strength of circular concrete-filled steel tube (CCFST) columns under eccentric loading using a hybrid machine learning model, namely PANN, which is… read more here.
Keywords: compressive strength; strength; ccfst columns; uncertainty ... See more keywords
Evaluation of the Compressibility and Compressive Strength of a Compacted Cement Treated Laterite Soil for Road Application
Sign Up to like & getrecommendations! Published in 2018 at "Geotechnical and Geological Engineering"
DOI: 10.1007/s10706-018-0576-x
Abstract: This study presents experimental results of a laboratory investigation carried out on the compressibility, physical properties, compressive strength and microstructure of a cement–lateritic soil mixing. The investigation was conducted on a compacted fine grained lateritic… read more here.
Keywords: lateritic soil; content; cement; compressive strength ... See more keywords
A Study of Uniaxial Compressive Strength of Shale Based on Homogenization Method
Sign Up to like & getrecommendations! Published in 2019 at "Geotechnical and Geological Engineering"
DOI: 10.1007/s10706-019-00994-y
Abstract: Uniaxial compressive strength of shale is one of primary input parameters during shale gas development. In order to analyze uniaxial compression failure mechanism and obtain strength formula, the present study regards shale as heterogeneous material… read more here.
Keywords: strength; strength shale; uniaxial compressive; homogenization ... See more keywords
Concrete Compressive Strength Prediction Using Neural Networks Based on Non-destructive Tests and a Self-calibrated Response Surface Methodology
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Nondestructive Evaluation"
DOI: 10.1007/s10921-020-00718-w
Abstract: An artificial neural network (ANN) model and response surface methodology (RSM) were established to estimate the compressive strength of concrete by using the combination of three non-destructive tests (NDT); rebound number, pulse velocity tests and… read more here.
Keywords: strength; methodology; surface; non destructive ... See more keywords
Concrete compressive strength prediction modeling utilizing deep learning long short-term memory algorithm for a sustainable environment
Sign Up to like & getrecommendations! Published in 2021 at "Environmental Science and Pollution Research"
DOI: 10.1007/s11356-021-12877-y
Abstract: One of the most critical parameters in concrete design is compressive strength. As the compressive strength of concrete is correctly measured, time and cost can be decreased. Concrete strength is relatively resilient to impacts on… read more here.
Keywords: strength; long short; deep learning; concrete compressive ... See more keywords
Characterization of the Bonding Effect of Nano-CaCO3 Modified CMC on Magnetite Concentrate Pellets
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DOI: 10.1007/s11837-019-03537-1
Abstract: The organic binder CMC (carboxymethyl cellulose) was modified with nano-CaCO3 and then used to improve the compressive strength of preheated and fired pellets. SEM (scanning electron microscope) data on modified CMC (CCMC) showed that the… read more here.
Keywords: compressive strength; nano caco3; characterization bonding; modified cmc ... See more keywords
Evaluation of rubberized fibre mortar exposed to elevated temperature using destructive and non-destructive testing
Sign Up to like & getrecommendations! Published in 2017 at "KSCE Journal of Civil Engineering"
DOI: 10.1007/s12205-016-0721-0
Abstract: The mechanical properties of concrete containing crumb rubber (CR) as a replacement for fine aggregate have been studied by many researchers. The consequence of these studies indicates that when CR is used as a substitute… read more here.
Keywords: destructive testing; non destructive; evaluation; compressive strength ... See more keywords
Estimation of uniaxial compressive strength of North Algeria sedimentary rocks using density, porosity, and Schmidt hardness
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DOI: 10.1007/s12517-017-3144-4
Abstract: This study aims to establish new correlations to assess uniaxial compressive strength (UCS) of northern Algeria sedimentary rocks. This estimation is based on the measurements of density, porosity, and Schmidt hammer hardness. To achieve this… read more here.
Keywords: hardness; density porosity; compressive strength; uniaxial compressive ... See more keywords
Prediction of uniaxial compressive strength of carbonate rocks from nondestructive tests using multivariate regression and LS-SVM methods
Sign Up to like & getrecommendations! Published in 2019 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-019-4307-2
Abstract: Uniaxial compressive strength (UCS) value of a rock material is one of the most important design parameters in engineering practice and related fields of geosciences. Through this importance, prediction of UCS values of rock materials… read more here.
Keywords: ucs values; uniaxial compressive; compressive strength; using multivariate ... See more keywords