Parametric performance optimization of three sides roughened solar air heater

被引:21
|
作者
Mohanty, Chinmaya Prasad [1 ]
Behura, Arun Kumar [1 ]
Singh, Manas Ranjan [2 ]
Prasad, Bishwa Nath [3 ]
Kumar, Ashwini [4 ]
Dwivedi, Gaurav [5 ]
Verma, Puneet [6 ]
机构
[1] Vellore Inst Technol, Sch Mech Engn, Vellore, Tamil Nadu, India
[2] Silicon Inst Technol, Dept Mech Engn, Bhubaneswar, India
[3] Natl Inst Technol, Dept Mech Engn, Jamshedpur, Bihar, India
[4] Coll Engn, Dept Mech Engn, Parikrama, Maharashtra, India
[5] Maulana Azad Natl Inst Technol, Energy Ctr, Bhopal, India
[6] Queensland Univ, Sch Chem Phys & Mech Engn, St Lucia, Qld, Australia
关键词
Reynolds number; Nusselt number; relative roughness pitch; relative roughness height; mass flow rate; collector performance; PARTICLE SWARM OPTIMIZATION; ARTIFICIAL NEURAL-NETWORK; FRICTION FACTOR; THERMOHYDRAULIC PERFORMANCE; TRANSFER ENHANCEMENT; THERMAL PERFORMANCE; RIB ROUGHNESS; NUSSELT NUMBER; FLUID-FLOW; GEOMETRIES;
D O I
10.1080/15567036.2020.1752855
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Solar clean energy can be harnessed by several methods using technologies like solar heating, photovoltaic cell, solar architecture, photosynthesis. Solar energy is converted either by active technologies or by passive technologies by the method they capture and distribute solar energy. In view of this, the paper represents the optimization result on Nusselt number and thermal efficiency for 3 sides roughened solar air heater using the hybrid approach of response surface method (RSM) and multi objective particle swarm optimization (MOPSO) algorithm. The values of input parameters are taken according to the experimental values. The value of the output parameters, Nusselt Number and thermal efficiency are found to be in the range of 65-80 and 63-75%, respectively, for the optimum value of the input parameters are Reynolds number, 12000-13000, the relative roughness pitch, 10, the relative roughness height 0.03-0.04 and the rate of mass flow is 0.04 kg/s using MOPSO approach, and the optimum solution is identified by application of maximum deviation theory (MDT) approach. A confirmative test has been conducted to validate the optimum results obtained with an error of 3.39 percentages.
引用
收藏
页码:7214 / 7234
页数:21
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