Analysis of the thermal efficiency of flat plate solar air heaters considering environmental CONTENIDO conditions using artificial neural networks

被引:3
作者
Calderon-Ramirez, M. [1 ]
Gomez-Nafate, J. A. [2 ]
Rios-Fuentes, B. [2 ]
Rico-Martinez, R. [3 ]
Martinez-Nolazco, J. J. [4 ]
Botello-Alvarez, J. E. [2 ]
机构
[1] Tecnol Nacl Mexico, CRODE Celaya, Dept Diseno Equipo, Diego Arenas Guzman 901, Celaya 38023, Gto, Mexico
[2] Tecnol Nacl Mexico, Inst Tecnol Celaya, Programa Doctorado Ciencias Ingn, Av Tecnol & Garcia Cubas S-N, Celaya 38010, Gto, Mexico
[3] Tecnol Nacl Mexico, Inst Tecnol Celaya, Dept Ingn Quim, Av Tecnol & Garcia Cubas S-N, Celaya 38010, Gto, Mexico
[4] Tecnol Nacl Mexico, Inst Tecnol Celaya, Dept Ingn Mecatron, Av Tecnol & Garcia Cubas S-N, Celaya 38010, Gto, Mexico
来源
REVISTA MEXICANA DE INGENIERIA QUIMICA | 2022年 / 21卷 / 03期
关键词
Solar collector; theric efficincy; Artificial Nural Network; design prameters; (Optimizaci?n estad?stica de la fermentaci?n etan?lica de Saccharomy; EXERGY ANALYSIS; ENERGY; SYSTEMS;
D O I
10.24275/rmiq/Sim2833
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The variance analysis and ArtificialGonzalez y M.Neural NetworksGutierrez-Rojaswere employed to characterize the thermal efficiency in an Air Solar Heater (ASH), evaluating the effects of the design variables: the depth, material and thickness of the absorber plte and inlet airflow. 259 Crecimien o sobrevivencia y adaptacion de Bifidobacterium infant s a condiciones acidas Using Artificial Neural Networks, it was possible to correlate and estimate the effects of uncontrolled environmental variables on thermal efficiency. Incident solar radiation is the enviromental factor with the greatest relevant effect on the thermal efficiency (Growth, surviva and adaptation of Bifidobacterium infantis to acidic conditions) of ASH; due to the inabilityL.oftheMayorg-Reyes,absorber P.platetoreceive,Bustamante-Camilo,storeA.andGutierrztransfer theNav, E.abundant solarBarranco-Floridoenergy ytoA.their.Azaola-The most relevant variables in the design were the material and the thickness of absorbed plate, nevertheless, these variables have opposite Espinosa behaviors on thermal efficiency under conditions of high and low solar incidence. Under this proposed methodology, it was 265 St tis l h t pti i ati f th l f t ti b S h m ce i i i the possible to evaluate and know the effect of the design variables studied, even with the high effect of the prevailing environmental conditions.
引用
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页数:14
相关论文
共 22 条
[1]   Energy and exergy analysis of solar air heater having new design absorber plate with conical surface [J].
Abuska, Mesut .
APPLIED THERMAL ENGINEERING, 2018, 131 :115-124
[2]   Energy and exergy analysis of different solar air collector systems with natural convection [J].
Bahrehmand, D. ;
Ameri, M. .
RENEWABLE ENERGY, 2015, 74 :357-368
[3]  
Barrera-Calva E., 2005, REV MEX ING QUIM, V4, P147
[4]   Review and performance evaluation of roughened solar air heaters [J].
Bisht, Vijay Singh ;
Patil, Anil Kumar ;
Gupta, Anirudh .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 81 :954-977
[5]   Food processing industry energy and water consumption in the Pacific northwest [J].
Compton, Marc ;
Willis, Sarah ;
Rezaie, Behnaz ;
Humes, Karen .
INNOVATIVE FOOD SCIENCE & EMERGING TECHNOLOGIES, 2018, 47 :371-383
[6]   Application of artificial neural network for performance prediction of a nanofluid-based direct absorption solar collector [J].
Delfani, Shahram ;
Esmaeili, Mostafa ;
Karami, Maryam .
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2019, 36
[7]   Modelling of a flat-plate solar collector using artificial neural networks for different working fluid (water) flow rates [J].
Diez, F. J. ;
Navas-Gracia, L. M. ;
Martinez-Rodriguez, A. ;
Correa-Guimaraes, A. ;
Chico-Santamarta, L. .
SOLAR ENERGY, 2019, 188 :1320-1331
[8]   Effect of selective coating on thermal performance of flat plate solar air heaters [J].
El-Sebaii, A. A. ;
Al-Snani, H. .
ENERGY, 2010, 35 (04) :1820-1828
[9]   Modeling of solar energy systems using artificial neural network: A comprehensive review [J].
Elsheikh, Ammar H. ;
Sharshir, Swellam W. ;
Abd Elaziz, Mohamed ;
Kabeel, A. E. ;
Wang Guilan ;
Zhang Haiou .
SOLAR ENERGY, 2019, 180 :622-639
[10]   Experimental analysis and numerical modeling of solar air heater with helical flow path [J].
Heydari, Ali ;
Mesgarpour, Mehrdad .
SOLAR ENERGY, 2018, 162 :278-288