Experimental Study of Thermal Conductivity of Water/Ethylene Glycol-Fe2O3/SWNCT Composite Nanofluid and its Optimization Using Neural Networks and Genetic Algorithms
Subject Areas :
A. Asadikia
1
,
S.A. Agha-Mirjalily
2
,
N. Nasirizadeh
3
,
H. Kargarsharifabad
4
1 - Department of Mechanical Engineering, Yazd Branch, Islamic Azad University, Yazd, Iran
2 - Department of Mechanical Engineering, Yazd Branch, Islamic Azad University, Yazd, Iran
3 - Department of Textile and Polymer Engineering, Yazd Branch, Islamic Azad University, Yazd, Iran
4 - Energy and Sustainable Development Research Center, Semnan Branch, Islamic Azad University, Semnan, Iran
Received: 2021-02-22
Accepted : 2021-02-22
Published : 2021-03-21
Keywords:
References:
H. Talebi, V. Kalantar, M.R. Nazari, H. Kargarsharifabad, Journal of Solid and Fluid Mechanics, 8, 2018, 229.
H. Dibaei, H. Kargarsharifabad, Journal of Heat and Mass Transfer Research, 4, 2017, 1.
A. Eastman, U.S. Choi, S. Li, L.J. Thompson, S. Lee, MRS Proceedings, 457, 2011, 3.
Pil Jang, S.U. Choi, 2006.
Kleinstreuer, Y. Feng, Nanoscale Research Letters, 6, 2011, 229.
Yu, D.M. France, J.L. Routbort, S.U.S. Choi, Heat Transfer Engineering, 29, 2008, 432.
Aminian, Powder Technology, 301, 2016, 288.
Mukherjee, P.C. Mishra, S. Parashar, P. Chaudhuri, Heat and Mass Transfer, 52, 2016, 2575.
Philip, P.D. Shima, Advances in Colloid and Interface Science, 183, 2012, 30.
D. Manasrah, T. Laoui, S.J. Zaidi, M.A. Atieh, Experimental Thermal and Fluid Science, 84, 2017, 231.
Murshed, K. Leong, C. Yang, Applied Thermal Engineering, 28, 2008, 2109.
H. Kumar, H.E. Patel, V.R. Kumar, T. Sundararajan, T. Pradeep, S.K. Das, Physical Review Letters, 93, 2004, 144301.
H. Chon, K.D. Kihm, S.P. Lee, S.U. Choi, Applied Physics Letters, 87, 2005, 153107.
H. Li, G. Peterson, Journal of Applied Physics, 99, 2006, 084314.
Wang, D. Tang, S. Liu, X. Zheng, N. Araki, International Journal of Thermophysics, 28, 2007, 1255.
Corcione, Energy Conversion and Management, 52, 2011, 789.
K. Das, N. Putra, P. Thiesen, W. Roetzel, Journal of Heat Transfer, 125, 2003, 567.
Li, Y. Xuan, J. Wang, Experimental Thermal and Fluid Science, 30, 2005, 109.
Syam Sundar, M.K. Singh, A.C.M. Sousa, International Communications in Heat and Mass Transfer, 44, 2013, 7.
K. Sharma, R.K. Singh, A.K. Tiwari, A. Dixit, J. Katiyar, Tribology in Materials and Applications, Springer, 2020.
Chen, X. Zhang, Y. Zhang, M. Mamadiev, Journal of Molecular Liquids, 241, 2017, 1013.
Akilu, K. Sharma, A.T. Baheta, R. Mamat, Renewable and Sustainable Energy Reviews, 66, 2016, 654.
R. Babu, K.K. Kumar, S.S. Rao, Renewable and Sustainable Energy Reviews, 77, 2017, 551.
K. Das, Journal of Molecular Liquids, 240, 2017, 420.
Sarkar, P. Ghosh, A. Adil, Renewable and Sustainable Energy Reviews, 43, 2015, 164.
H. Esfe, S.H. Rostamian, Physica A: Statistical Mechanics and its Applications, 553, 2020, 12406.
Esfe, S. Saedodin, W. Yan, M. Afrand, N. Sina, Journal of Thermal Analysis and Calorimetry, 124, 2016, 455.
H. Esfe, A.A.A. Abbasian Arani, M. Rezaie, W.M. Yan, A. Karimipour, International Communications in Heat and Mass Transfer, 66, 2015, 189.
Soltani, D. Toghraie, A. Karimipour, Powder Technology, 371, 2020, 37.
Rostami, D. Toghraie, B. Shabani, N. Sina, P. Barnoon, Journal of Thermal Analysis and Calorimetry, 143, 2021, 1097.
H. Esfe, S. Wongwises, A. Naderi, A. Asadi, M.R. Safaei, H. Rostamian, M. Dahari, A. Karimipour, International Communications in Heat and Mass Transfer, 66, 2015, 100.
Rostami, D. Toghraie, M.A. Esfahani, M. Hekmatifar, N. Sina, Journal of Thermal Analysis and Calorimetry, 143, 2021, 1119.
Moradi, M. Zareh, M. Afrand, M. Khayat, Powder Technology, 362, 2020, 578.
W. Xian, N.A.C. Sidik, R. Saidur, International Communications in Heat and Mass Transfer, 110, 2020, 104389.
Akhgar, D. Toghraie, N. Sina, M. Afrand, Powder Technology, 355, 2019, 602.
R. Safaei, A. Hajizadeh, M. Afrand, C. Qi, H. Yarmand, N.W Zulkifli, Physica A: Statistical Mechanics and its Applications, 519, 2019, 209.
Karimipour, S.A. Bagherzadeh, A. Taghipour, A. Abdollahi, M.R. Safaei, Physica A: Statistical Mechanics and its Applications, 521, 2019, 89.
[38] A. Asadikia, S.A.A. Mirjalily, N. Nasirzadeh, H. Kargarsharifabad, International Communications in Heat and Mass Transfer, 117, 2020, 104603.
R.L. Haupt, S.E. Haupt, A Wiley-Interscience Publication, USA, 1998.
_||_
H. Talebi, V. Kalantar, M.R. Nazari, H. Kargarsharifabad, Journal of Solid and Fluid Mechanics, 8, 2018, 229.
H. Dibaei, H. Kargarsharifabad, Journal of Heat and Mass Transfer Research, 4, 2017, 1.
A. Eastman, U.S. Choi, S. Li, L.J. Thompson, S. Lee, MRS Proceedings, 457, 2011, 3.
Pil Jang, S.U. Choi, 2006.
Kleinstreuer, Y. Feng, Nanoscale Research Letters, 6, 2011, 229.
Yu, D.M. France, J.L. Routbort, S.U.S. Choi, Heat Transfer Engineering, 29, 2008, 432.
Aminian, Powder Technology, 301, 2016, 288.
Mukherjee, P.C. Mishra, S. Parashar, P. Chaudhuri, Heat and Mass Transfer, 52, 2016, 2575.
Philip, P.D. Shima, Advances in Colloid and Interface Science, 183, 2012, 30.
D. Manasrah, T. Laoui, S.J. Zaidi, M.A. Atieh, Experimental Thermal and Fluid Science, 84, 2017, 231.
Murshed, K. Leong, C. Yang, Applied Thermal Engineering, 28, 2008, 2109.
H. Kumar, H.E. Patel, V.R. Kumar, T. Sundararajan, T. Pradeep, S.K. Das, Physical Review Letters, 93, 2004, 144301.
H. Chon, K.D. Kihm, S.P. Lee, S.U. Choi, Applied Physics Letters, 87, 2005, 153107.
H. Li, G. Peterson, Journal of Applied Physics, 99, 2006, 084314.
Wang, D. Tang, S. Liu, X. Zheng, N. Araki, International Journal of Thermophysics, 28, 2007, 1255.
Corcione, Energy Conversion and Management, 52, 2011, 789.
K. Das, N. Putra, P. Thiesen, W. Roetzel, Journal of Heat Transfer, 125, 2003, 567.
Li, Y. Xuan, J. Wang, Experimental Thermal and Fluid Science, 30, 2005, 109.
Syam Sundar, M.K. Singh, A.C.M. Sousa, International Communications in Heat and Mass Transfer, 44, 2013, 7.
K. Sharma, R.K. Singh, A.K. Tiwari, A. Dixit, J. Katiyar, Tribology in Materials and Applications, Springer, 2020.
Chen, X. Zhang, Y. Zhang, M. Mamadiev, Journal of Molecular Liquids, 241, 2017, 1013.
Akilu, K. Sharma, A.T. Baheta, R. Mamat, Renewable and Sustainable Energy Reviews, 66, 2016, 654.
R. Babu, K.K. Kumar, S.S. Rao, Renewable and Sustainable Energy Reviews, 77, 2017, 551.
K. Das, Journal of Molecular Liquids, 240, 2017, 420.
Sarkar, P. Ghosh, A. Adil, Renewable and Sustainable Energy Reviews, 43, 2015, 164.
H. Esfe, S.H. Rostamian, Physica A: Statistical Mechanics and its Applications, 553, 2020, 12406.
Esfe, S. Saedodin, W. Yan, M. Afrand, N. Sina, Journal of Thermal Analysis and Calorimetry, 124, 2016, 455.
H. Esfe, A.A.A. Abbasian Arani, M. Rezaie, W.M. Yan, A. Karimipour, International Communications in Heat and Mass Transfer, 66, 2015, 189.
Soltani, D. Toghraie, A. Karimipour, Powder Technology, 371, 2020, 37.
Rostami, D. Toghraie, B. Shabani, N. Sina, P. Barnoon, Journal of Thermal Analysis and Calorimetry, 143, 2021, 1097.
H. Esfe, S. Wongwises, A. Naderi, A. Asadi, M.R. Safaei, H. Rostamian, M. Dahari, A. Karimipour, International Communications in Heat and Mass Transfer, 66, 2015, 100.
Rostami, D. Toghraie, M.A. Esfahani, M. Hekmatifar, N. Sina, Journal of Thermal Analysis and Calorimetry, 143, 2021, 1119.
Moradi, M. Zareh, M. Afrand, M. Khayat, Powder Technology, 362, 2020, 578.
W. Xian, N.A.C. Sidik, R. Saidur, International Communications in Heat and Mass Transfer, 110, 2020, 104389.
Akhgar, D. Toghraie, N. Sina, M. Afrand, Powder Technology, 355, 2019, 602.
R. Safaei, A. Hajizadeh, M. Afrand, C. Qi, H. Yarmand, N.W Zulkifli, Physica A: Statistical Mechanics and its Applications, 519, 2019, 209.
Karimipour, S.A. Bagherzadeh, A. Taghipour, A. Abdollahi, M.R. Safaei, Physica A: Statistical Mechanics and its Applications, 521, 2019, 89.
[38] A. Asadikia, S.A.A. Mirjalily, N. Nasirzadeh, H. Kargarsharifabad, International Communications in Heat and Mass Transfer, 117, 2020, 104603.
R.L. Haupt, S.E. Haupt, A Wiley-Interscience Publication, USA, 1998.
