Using artificial neural network and quadratic algorithm for minimizing entropy generation of Al2O3-EG/W nanofluid flow inside parabolic trough solar collector

[1]  George Cybenko,et al.  Approximation by superpositions of a sigmoidal function , 1989, Math. Control. Signals Syst..

[2]  A. Bejan.  Entropy Generation Minimization: The Method of Thermodynamic Optimization of Finite-Size Systems and Finite-Time Processes , 1995 .

[3]  Young I Cho,et al.  HYDRODYNAMIC AND HEAT TRANSFER STUDY OF DISPERSED FLUIDS WITH SUBMICRON METALLIC OXIDE PARTICLES , 1998 .

[4]  D. Richon,et al.  Modeling of thermodynamic properties using neural networks: Application to refrigerants , 2002 .

[5]  D. Das,et al.  Specific Heat Measurement of Three Nanofluids and Development of New Correlations , 2009 .

[6]  Thirumalachari Sundararajan,et al.  Entropy generation due to flow and heat transfer in nanofluids , 2010 .

[7]  D. Das,et al.  Numerical study of fluid dynamic and heat transfer performance of Al2O3 and CuO nanofluids in the flat tubes of a radiator , 2010 .

[8]  T. Yousefi,et al.  An experimental investigation on the effect of pH variation of MWCNT–H2O nanofluid on the efficiency of a flat-plate solar collector , 2012 .

[9]  H. Seyf,et al.  Analysis of entropy generation and convective heat transfer of Al2O3 nanofluid flow in a tangential micro heat sink , 2012 .

[10]  Mohammad Behshad Shafii,et al.  Experimental Investigation of a Pulsating Heat Pipe Using Ferrofluid (Magnetic Nanofluid) , 2012 .

[11]  Zhen-hua Liu,et al.  A new frontier of nanofluid research – Application of nanofluids in heat pipes , 2012 .

[12]  G. Longo,et al.  Application of Artificial Neural Network (ANN) for the prediction of thermal conductivity of oxide–water nanofluids , 2012 .

[13]  F. Gutiérrez,et al.  Entropy generation minimization for the thermal decomposition of methane gas in hydrogen using genetic algorithms , 2012 .

[14]  M. Jamal-Abadi,et al.  Optimization of Thermal Conductivity of Al2O3 Nanofluid by Using ANN and GRG Methods , 2013 .

[15]  M. Safi,et al.  Calculation of Heat Transfer Coefficient of MWCNT-TiO2 Nanofluid in Plate Heat Exchanger , 2014 .

[16]  Vincenzo Bianco,et al.  Performance analysis of turbulent convection heat transfer of Al2O3 water-nanofluid in circular tubes at constant wall temperature , 2014 .

[17]  Ali Jabari Moghadam,et al.  Effects of CuO/water nanofluid on the efficiency of a flat-plate solar collector , 2014 .

[18]  A. Sousa,et al.  Thermal conductivity and viscosity of stabilized ethylene glycol and water mixture Al2O3 nanofluids for heat transfer applications: An experimental study☆ , 2014 .

[19]  Wang Fuqiang,et al.  Effects of glass cover on heat flux distribution for tube receiver with parabolic trough collector system , 2015 .

[20]  Ali Jabari Moghadam,et al.  Experimental investigation of a PVT system performance using nano ferrofluids , 2015 .

[21]  Zhongjie Huan,et al.  Thermodynamic analysis and optimization of fully developed turbulent forced convection in a circular tube with water-Al2O3 nanofluid , 2015 .

[22]  Aliakbar Akbarzadeh,et al.  Hybrid optimization algorithm for thermal analysis in a solar parabolic trough collector based on nanofluid , 2015 .

[23]  Josua P. Meyer,et al.  Thermodynamic optimisation of the performance of a parabolic trough receiver using synthetic oil–Al2O3 nanofluid , 2015 .

[24]  Wang Fuqiang,et al.  Heat transfer performance enhancement and thermal strain restrain of tube receiver for parabolic trough solar collector by using asymmetric outward convex corrugated tube , 2016 .

[25]  Josua P. Meyer,et al.  Thermal performance and entropy generation analysis of a high concentration ratio parabolic trough solar collector with Cu-Therminol®VP-1 nanofluid , 2016 .

[26]  A. Alemrajabi,et al.  Heat transfer analysis and the effect of CuO/Water nanofluid on direct absorption concentrating solar collector , 2016 .

[27]  Reza Karimi,et al.  CFD Investigation and neutral network modeling of heat transfer and pressure drop of nanofluids in double pipe helically baffled heat exchanger with a 3-D fined tube , 2016 .

[28]  M. Karami,et al.  EXPERIMENTAL INVESTIGATION ON PERFORMANCE COMPARISON OF NANOFLUIDBASED DIRECT ABSORPTION AND FLAT PLATE SOLAR COLLECTORS , 2016 .

[29]  Vikas Kumar,et al.  Effect of chevron angle on heat transfer performance in plate heat exchanger using ZnO/water nanofluid , 2016 .

[30]  Majid Siavashi,et al.  Heat transfer and entropy generation analysis of turbulent flow of TiO2-water nanofluid inside annuli with different radius ratios using two-phase mixture model , 2016 .

[31]  M. Farzaneh-Gord,et al.  Tube-in-tube helical heat exchangers performance optimization by entropy generation minimization approach , 2016 .

[32]  G. Rosengarten,et al.  Nanofluids to improve the performance of PEM fuel cell cooling systems: A theoretical approach , 2016 .

[33]  E. Bellos,et al.  Multi-criteria evaluation of parabolic trough collector with internally finned absorbers , 2017 .

[34]  Mashallah Rezakazemi,et al.  An intelligent approach to predict gas compressibility factor using neural network model , 2017, Neural Computing and Applications.

[35]  A. D. Risi,et al.  Experimental investigation of transparent parabolic trough collector based on gas-phase nanofluid , 2017 .

[36]  E. A. Asli-Ardeh,et al.  Thermodynamic analysis of a solar dish receiver using different nanofluids , 2017 .

[37]  J. Ventura,et al.  Novel thermal switch based on magnetic nanofluids with remote activation , 2017 .

[38]  Huaizhi Han,et al.  Heat transfer enhancement analysis of tube receiver for parabolic trough solar collector with pin fin arrays inserting , 2017 .

[39]  Josua P. Meyer,et al.  Optimal thermal and thermodynamic performance of a solar parabolic trough receiver with different nanofluids and at different concentration ratios , 2017 .

[40]  A. Shahsavar,et al.  Irreversibility analysis for flow of a non-Newtonian hybrid nanofluid containing coated CNT/Fe3O4 nanoparticles in a minichannel heat exchanger , 2017 .

[41]  S. M. Ghiaasiaan,et al.  The effect of Al2O3-water nanofluid on the heat transfer and entropy generation of laminar forced convection through isotropic porous media , 2017 .

[42]  Jianzhou Wang,et al.  Analysis and forecasting of the oil consumption in China based on combination models optimized by artificial intelligence algorithms , 2018 .

[43]  K. Nigam,et al.  Heat transfer model for thermal performance analysis of parabolic trough solar collectors using nanofluids , 2018, Renewable Energy.

[44]  T. Ming,et al.  Heat transfer network for a parabolic trough collector as a heat collecting element using nanofluid , 2018, Renewable Energy.

[45]  N. Purohit,et al.  Heat transfer and entropy generation analysis of alumina/water nanofluid in a flat plate PV/T collector under equal pumping power comparison criterion , 2018 .

[46]  J. Zeaiter,et al.  Dynamic optimization of dry reformer under catalyst sintering using neural networks , 2018 .

[47]  M. Ahmadi,et al.  Optimizing flow properties of the different nanofluids inside a circular tube by using entropy generation minimization approach , 2018, Journal of Thermal Analysis and Calorimetry.