标题
A unique thermal conductivity model (ANN) for nanofluid based on experimental study
作者
关键词
Thermal conductivity, Metal oxide nanofluids, Artificial neural networks
出版物
POWDER TECHNOLOGY
Volume 377, Issue -, Pages 429-438
出版商
Elsevier BV
发表日期
2020-09-11
DOI
10.1016/j.powtec.2020.09.011
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Develop optimal network topology of artificial neural network (AONN) to predict the hybrid nanofluids thermal conductivity according to the empirical data of Al2O3 – Cu nanoparticles dispersed in ethylene glycol
- (2020) Yeping Peng et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Prediction of the pressure drop for CuO/(Ethylene glycol-water) nanofluid flows in the car radiator by means of Artificial Neural Networks analysis integrated with genetic algorithm
- (2020) Mohammad Hossein Ahmadi et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Stability, thermal performance and artificial neural network modeling of viscosity and thermal conductivity of Al2O3-ethylene glycol nanofluids
- (2020) Long Li et al. POWDER TECHNOLOGY
- Application of support vector regression and artificial neural network for prediction of specific heat capacity of aqueous nanofluids of copper oxide
- (2020) Ibrahim Olanrewaju Alade et al. SOLAR ENERGY
- Presenting two new empirical models for calculating the effective dynamic viscosity and thermal conductivity of nanofluids
- (2020) Faroogh Garoosi POWDER TECHNOLOGY
- Effects of sonication duration and nanoparticles concentration on thermal conductivity of silica-ethylene glycol nanofluid under different temperatures: An experimental study
- (2020) Yicheng Li et al. POWDER TECHNOLOGY
- Using of Artificial Neural Networks (ANNs) to predict the thermal conductivity of Zinc Oxide–Silver (50%–50%)/Water hybrid Newtonian nanofluid
- (2020) Wei He et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- Heart sound classification based on improved MFCC features and convolutional recurrent neural networks
- (2020) Muqing Deng et al. NEURAL NETWORKS
- Stability, thermophysical properties and performance assessment of alumina–water nanofluid with emphasis on ultrasonication and storage period
- (2019) I.M. Mahbubul et al. POWDER TECHNOLOGY
- An experimental study on the thermal conductivity of new antifreeze containing copper oxide and graphene oxide nano-additives
- (2019) Sara Rostami et al. POWDER TECHNOLOGY
- Automatic detection of the onset of film boiling using convolutional neural networks and Bayesian statistics
- (2019) Gustavo M. Hobold et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- A novel nonlinear regression model of SVR as a substitute for ANN to predict conductivity of MWCNT-CuO/water hybrid nanofluid based on empirical data
- (2019) Arash Karimipour et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Developing dissimilar artificial neural networks (ANNs) to prediction the thermal conductivity of MWCNT-TiO2/Water-ethylene glycol hybrid nanofluid
- (2019) Alireza Akhgar et al. POWDER TECHNOLOGY
- Established prediction models of thermal conductivity of hybrid nanofluids based on artificial neural network (ANN) models in waste heat system
- (2019) Jiang Wang et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- Nanofluids as secondary fluid in the refrigeration system: Experimental data, regression, ANFIS, and NN modeling
- (2019) Z.X. Li et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Statistical estimation the thermal conductivity of MWCNTs-SiO2/Water-EG nanofluid using the ridge regression method
- (2019) Dai Xiaohong et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Prediction of MHD flow and entropy generation by Artificial Neural Network in square cavity with heater-sink for nanomaterial
- (2019) Khan Md. Rabbi et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Statistical image analysis of uniformity of hybrid nanofluids and prediction models of thermophysical parameters based on artificial neural network (ANN)
- (2019) Mingyan Ma et al. POWDER TECHNOLOGY
- Heat transfer mechanisms in heat pipes using nanofluids – A review
- (2018) Naveen Kumar Gupta et al. EXPERIMENTAL THERMAL AND FLUID SCIENCE
- Review of pool boiling enhancement with additives and nanofluids
- (2018) Gangtao Liang et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Experimental investigation of nanoparticle mixture ratios on TiO 2 – SiO 2 nanofluids heat transfer performance under turbulent flow
- (2018) K. Abdul Hamid et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Effects on thermophysical properties of carbon based nanofluids: Experimental data, modelling using regression, ANFIS and ANN
- (2018) Abdullah A.A.A. Alrashed et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Wear and performance analysis of a 4-stroke diesel engine employing nanolubricants
- (2018) Ankit Kotia et al. Particuology
- Prediction of viscosity of several alumina-based nanofluids using various artificial intelligence paradigms - Comparison with experimental data and empirical correlations
- (2018) Ehsan Gholami et al. POWDER TECHNOLOGY
- On the nanofluids applications in microchannels: A comprehensive review
- (2018) Ali J. Chamkha et al. POWDER TECHNOLOGY
- CuO-water nanofluid flow and heat transfer in a heat exchanger tube with twisted tape turbulator
- (2018) M. Jafaryar et al. POWDER TECHNOLOGY
- Modeling of thermal conductivity and density of alumina/silica in water hybrid nanocolloid by the application of Artificial Neural Networks
- (2018) Sathishkumar Kannaiyan et al. CHINESE JOURNAL OF CHEMICAL ENGINEERING
- Performance characteristics of low concentrations of CuO/water nanofluids flowing through horizontal tube for energy efficiency purposes; an experimental study and ANN modeling
- (2018) Mohammad Abdollahi-Moghaddam et al. JOURNAL OF MOLECULAR LIQUIDS
- Application of nanofluids in thermosyphons: A review
- (2018) Mahdi Ramezanizadeh et al. JOURNAL OF MOLECULAR LIQUIDS
- Thermal conductivity of aqueous Al2O3/Ag hybrid nanofluid at different temperatures and volume concentrations: An experimental investigation and development of new correlation function
- (2018) Z. Aparna et al. POWDER TECHNOLOGY
- Application of Neural Network for estimation of heat transfer treatment of Al2O3-H2O nanofluid through a channel
- (2018) M. Sheikholeslami et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Mechanism for improvement of friction/wear by using Al2O3 and SiO2/Gear oil nanolubricants
- (2018) Ankit Kotia et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Evaluating the effect of temperature and concentration on the thermal conductivity of ZnO-TiO2/EG hybrid nanofluid using artificial neural network and curve fitting on experimental data
- (2018) Mohammad Reza Safaei et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Experimental investigation on the effect of SiO 2 secondary phase on thermo-physical properties of SiC nanofluids
- (2017) Nader Nikkam et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
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- (2017) Amin Shahsavar et al. POWDER TECHNOLOGY
- Modeling and optimization of thermal conductivity and viscosity of MnFe2O4 nanofluid under magnetic field using an ANN
- (2017) Mohammad Amani et al. Scientific Reports
- A review of flow boiling heat transfer of nanofluids
- (2015) Xiande Fang et al. APPLIED THERMAL ENGINEERING
- Application of nanofluids in plate heat exchanger: A review
- (2015) Vikas Kumar et al. ENERGY CONVERSION AND MANAGEMENT
- Applicability of artificial neural network and nonlinear regression to predict thermal conductivity modeling of Al2O3–water nanofluids using experimental data
- (2015) Mohammad Hemmat Esfe et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- Modeling and estimation of thermal conductivity of MgO–water/EG (60:40) by artificial neural network and correlation
- (2015) Mohammad Hemmat Esfe et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- Modeling of thermal conductivity of ZnO-EG using experimental data and ANN methods
- (2015) Mohammad Hemmat Esfe et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- Thermal conductivity of Cu/TiO2–water/EG hybrid nanofluid: Experimental data and modeling using artificial neural network and correlation
- (2015) Mohammd Hemmat Esfe et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
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- (2015) M.A. Ariana et al. POWDER TECHNOLOGY
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- (2014) B. Vaferi et al. POWDER TECHNOLOGY
- Experimental and numerical investigation into the hydrodynamics of nanofluids in microchannels
- (2012) Pawan K. Singh et al. EXPERIMENTAL THERMAL AND FLUID SCIENCE
- Comparison of heat transfer and pressure drop in horizontal and vertical helically coiled heat exchanger with CuO/water based nano fluids
- (2012) N. Kannadasan et al. EXPERIMENTAL THERMAL AND FLUID SCIENCE
- Transport properties of ultra-low concentration CuO–water nanofluids containing non-spherical nanoparticles
- (2012) K. Rohini Priya et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Temperature induced changes in ZnO–water nanofluid: Zeta potential, size distribution and viscosity profiles
- (2012) K.S. Suganthi et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
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- (2011) Gayatri Paul et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Application of Artificial Neural Network (ANN) for the prediction of thermal conductivity of oxide–water nanofluids
- (2011) Giovanni A. Longo et al. Nano Energy
- Empirical correlating equations for predicting the effective thermal conductivity and dynamic viscosity of nanofluids
- (2010) Massimo Corcione ENERGY CONVERSION AND MANAGEMENT
- Thermal conductivity of non-Newtonian nanofluids: Experimental data and modeling using neural network
- (2010) M. Hojjat et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Modeling thermal conductivity augmentation of nanofluids using diffusion neural networks
- (2010) Mohammad M. Papari et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- Enhancement of thermal conductivity of ethylene glycol based silver nanofluids
- (2010) Pankaj Sharma et al. POWDER TECHNOLOGY
- Thermal and rheological behavior of acetylacetone stabilized ZnO nanofluids
- (2010) Vijay S. Raykar et al. THERMOCHIMICA ACTA
- A benchmark study on the thermal conductivity of nanofluids
- (2009) Jacopo Buongiorno et al. JOURNAL OF APPLIED PHYSICS
- Characterization of ZnO nanoparticle suspension in water: Effectiveness of ultrasonic dispersion
- (2009) S.J. Chung et al. POWDER TECHNOLOGY
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