vol26no2pa2

TJES: Weis MM. The Performance Prediction of The Mixed Convection In an Inclined Circular Tube Filled Porous Media Based on an Intelligent Control. Tikrit Journal of Engineering Sciences 2019; 26(2):9-14.

[5] Manchanda M, Gangawane KM. Mixed convection in a two-sided lid-driven cavity containing heated triangular block for non-Newtonian power-law fluids. International Journal of Mechanical Sciences 2018; 144: 235-248.

[6] Saeid NH. Analysis of mixed convection in a vertical porous layer using non-equilibrium model. International Journal of Heat and Mass Transfer2004; 47: 5619-5627.

[7] Mohammed HA,  Salman, YK. Experimental investigation of mixed convection heat transfers for thermally developing flow in a horizontal circular cylinder. Applied Thermal Engineering 2007; 27(8), 1522-1533.

[8] Tahseen TA. An experimental study for mixed convection through a circular tube filled with porous media and horizontal an inclined. Modern Applied Science 2011; 5(2): 128-142.

[9] Mohammed, H.A., Laminar mixed convection heat transfers in a vertical circular tube under buoyancy-assisted and opposed flows. Energy Conversion and Management 2008; 49(8): 2006-2015.

[10]  Tian C, Wang J, Cao X, Yan C, Ala AA. Experimental study on mixed convection in an asymmetrically heated, inclined, narrow, rectangular channel. International Journal of Heat and Mass Transfer, 2018; 116: 1074-1084.

[11]  Ermis, K., Erek, A.,and Dincer, I. Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using an artificial neural network. International Journal of Heat and Mass Transfer 2007; 50(15-16): 3163-3175.

[12]  Fadare DA,  Fatona AS. Artificial neural network modeling of heat transfer in a staggered cross-flow tube-type heat exchanger. The Pacific Journal of Science and Technology 2008;9(2): 317-323.

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[19]  Bajpai S., Jain K, Jain N. Artificial neural networks. International Journal of Soft Computing and Engineering 2011: 1: 27–31.

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[21]  Marquardt, An algorithm for least-squares estimation of nonlinear parameters, SIAMJ. Applied Mathematics1963; 11(2): 431441.

[22]  Gavin H. The Levenberg-Marquardt method for nonlinear least squares curve-fitting problems. Department of Civil and Environmental Engineering, Duke University (2011): 1-15.