Design and trial of surface temperature sensor based on CFD

doi:10.13878/j.cnki.jnuist.20220501001

2025-5-22- 21

Home > Archive>Volume 15, Issue 4, 2023 >439-447. DOI:10.13878/j.cnki.jnuist.20220501001

Design and trial of surface temperature sensor based on CFD
DOI:
                        10.13878/j.cnki.jnuist.20220501001
                    
CSTR:
                        
                    
Author:
                        WANG YananWANG Yanan
Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, Nanjing University of Information Science & Technology, Nanjing 210044;Jiangsu Key Laboratory of Meteorological Observation and Information Processing, Nanjing University of Information Science & Technology, Nanjing 210044
Find this author on All Journals
Find this author on BaiDu
Search for this author on this site
LIU QingquanLIU Qingquan
Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, Nanjing University of Information Science & Technology, Nanjing 210044;Jiangsu Key Laboratory of Meteorological Observation and Information Processing, Nanjing University of Information Science & Technology, Nanjing 210044
Find this author on All Journals
Find this author on BaiDu
Search for this author on this site
YANG JieYANG Jie
Jiangsu Key Laboratory of Meteorological Observation and Information Processing, Nanjing University of Information Science & Technology, Nanjing 210044
Find this author on All Journals
Find this author on BaiDu
Search for this author on this site
XUE GuiluXUE Guilu
Jiangsu Key Laboratory of Meteorological Observation and Information Processing, Nanjing University of Information Science & Technology, Nanjing 210044
Find this author on All Journals
Find this author on BaiDu
Search for this author on this site
YAO ChengYAO Cheng
Jiangsu Key Laboratory of Meteorological Observation and Information Processing, Nanjing University of Information Science & Technology, Nanjing 210044
Find this author on All Journals
Find this author on BaiDu
Search for this author on this site

                    
Affiliation:
Clc Number:P412.1
Fund Project:

Article

Figures

Metrics

Reference

Cited by

Materials

Comments

Abstract:

The ground temperature changes at a rate of 0.1 ℃ every 10 years,however,a solar radiation error of about 1 K can be produced by conventional radiation shields due to the influence of solar radiation.In order to improve the accuracy of surface temperature measurement and reduce working energy consumption,this paper designs a temperature sensor based on the accelerated diffusion of radiant heat via piezoelectric ceramic vibration.First,the Computational Fluid Dynamics (CFD) method is used to calculate the radiation error of the temperature sensor under multi physical factors,then the data is fitted and analyzed using the neural network algorithm,and finally the field experiment platform is built to place the temperature sensor in real environment to verify the feasibility of the scheme.The experimental results show that the absolute error and root mean square error between the corrected value and reference value of the surface temperature sensor are 0.041 ℃ and 0.055 ℃,respectively,which also verifies the superior correction performance of the neural network algorithm.

Key words:computational fluid dynamics (CFD);temperature sensor;solar radiation error;piezoelectric oscillator;neural network

Get Citation

WANG Yanan, LIU Qingquan, YANG Jie, XUE Guilu, YAO Cheng. Design and trial of surface temperature sensor based on CFD[J]. Journal of Nanjing University of Information Science & Technology,2023,15(4):439-447

Copy

Article Metrics

Abstract:
PDF:
HTML:
Cited by:

History

Received:May 01,2022
Revised:
Adopted:
Online: July 06,2023
Published:

Article QR Code

Address：No. 219, Ningliu Road, Nanjing, Jiangsu Province

Postcode：210044

Phone：025-58731025

Get Citation

Share

Article Metrics

History

Article QR Code