Nero-fuzzy modeling of the convection heat transfer coefficient for the nanofluid

被引：30
|
作者：
Salehi, H. [1 ]
Zeinali-Heris, S. [1 ]
Esfandyari, M. [2 ]
Koolivand, M. [3 ]
机构：
[1] Ferdowsi Univ Mashhad, Dept Chem Engn, Fac Engn, Heat Pipe & Nanofluid Res Ctr, Mashhad, Iran
[2] Ferdowsi Univ Mashhad, Dept Chem Engn, Fac Engn, Mashhad, Iran
[3] Oil Field Co, Petr Dept, Natl Iranian South, Ahvaz, Iran
来源：
HEAT AND MASS TRANSFER | 2013年 / 49卷 / 04期
关键词：
CLOSED THERMOSIPHON; ANFIS; NETWORK;
D O I：
10.1007/s00231-012-1104-9
中图分类号：
O414.1 [热力学];
学科分类号：
摘要：
In this study, experiments were performed by six different volume fractions of Al2O3 nanoparticles in distilled water. Then, actual nanofluid Nusslet number compared by Adaptive neuro fuzzy inference system (ANFIS) predicted number in square cross-section duct in laminar flow under uniform heat flux condition. Statistical values, which quantify the degree of agreement between experimental observations and numerically calculated values, were found greater than 0.99 for all cases.
引用
收藏
页码：575 / 583
页数：9
相关论文
共 50 条
  • [31] Mixed Convection Heat Transfer Enhancement in a Vented Cavity Filled with a Nanofluid
    Bahlaoui, A.
    Raji, A.
    Hasnaoui, M.
    Naimi, M.
    JOURNAL OF APPLIED FLUID MECHANICS, 2016, 9 (02) : 593 - 604
  • [32] NUMERICAL STUDY OF MIXED CONVECTION HEAT TRANSFER OF A NANOFLUID IN AN ECCENTRIC ANNULUS
    Matin, Meisam Habibi
    Pop, Ioan
    NUMERICAL HEAT TRANSFER PART A-APPLICATIONS, 2014, 65 (01) : 84 - 105
  • [33] Robust methodology for determination of heat transfer coefficient distribution in convection
    Xiao, Bowang
    Wang, Qigui
    Wang, Gang
    Sisson, Richard D., Jr.
    Rong, Yiming
    APPLIED THERMAL ENGINEERING, 2010, 30 (17-18) : 2815 - 2821
  • [34] Study of forced convection nanofluid heat transfer in the automotive cooling system
    Hussein, Adnan M.
    Bakar, R. A.
    Kadirgama, K.
    CASE STUDIES IN THERMAL ENGINEERING, 2014, 2 : 50 - 61
  • [35] Mixed Convection Magnetohydrodynamics Flow of a Nanofluid with Heat Transfer: A Numerical Study
    Khan, Abdul Quayam
    Rasheed, Amer
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 2019
  • [36] Review of convection heat transfer and fluid flow in porous media with nanofluid
    Mandi, Raed Abed
    Mohammed, H. A.
    Munisamy, K. M.
    Saeid, N. H.
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 41 : 715 - 734
  • [37] Free Convection Heat Transfer in Composite Enclosures with Porous and Nanofluid Layers
    Alhashash, Abeer
    ADVANCES IN MATHEMATICAL PHYSICS, 2023, 2023
  • [38] SIMULATION OF NATURAL CONVECTION HEAT TRANSFER USING NANOFLUID IN A CONCENTRIC ANNULUS
    Fallah, Keivan
    Ghaderi, Atena
    Sedaghatizadeh, Nima
    Borghei, Mohammad Hossein
    THERMAL SCIENCE, 2017, 21 (03): : 1275 - 1286
  • [39] The research on surface heat transfer coefficient of convection tube bundles
    Sun Yangzhe
    Zhou Yanping
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [40] The convection heat transfer coefficient in a Circulating Fluidized Bed (CFB)
    Zhang, H. L.
    Baeyens, J.
    Degreve, J.
    Brems, A.
    Dewil, R.
    ADVANCED POWDER TECHNOLOGY, 2014, 25 (02) : 710 - 715
12345