The application of neural network in the microwave method for measuring the humidity

被引：0
|
作者：
Jing, Junfeng [1 ]
Sun, Le [1 ]
Li, Pengfei [1 ]
Su, Zebin [1 ]
机构：
[1] School of Electronics and Information, Xi'an Polytechnic University, Xi'an 710048, China
来源：
Advances in Information Sciences and Service Sciences | 2012年 / 4卷 / 20期
关键词：
Textiles;
D O I：
10.4156/AISS.vol4.issue20.17
中图分类号：
学科分类号：
摘要：
The humidity is an important parameter in the process of printing and dyeing cloth during the textile industry. Therefore, the measurement for the humidity of the fabric is very significant. In this paper, it proposes a set of measurement system based on the introduction to the microwave method for measuring the humidity. This system has advantages at high accuracy and wide measurement range, non-contact measurement and so on. In the paper different kinds of cloth were tested with the measurement system. After the test, data gotten by measuring were trained and simulated through neural network, and were compared with the results by weighting method. The result shows that microwave method has a high precision in measuring the humidity and has a good application future.
引用
收藏
页码：139 / 145
相关论文
共 50 条
  • [31] Measuring Optical Parameters γ of Biological Tissues by Artificial Neural Network Method
    Zhu Qiu-sheng
    Liu Ying
    ACTA PHOTONICA SINICA, 2020, 49 (08)
  • [32] POTENTIOMETRIC METHOD OF MEASURING RELATIVE HUMIDITY OF AIR
    CHETVERUKHIN, BM
    LITVINOV, AM
    SOROKINA, AT
    MEASUREMENT TECHNIQUES, 1973, 16 (09) : 1371 - 1373
  • [33] A neural-network method for the analysis of multilayered shielded microwave circuits
    García, JP
    Pereira, FQ
    Rebenaque, DC
    Tornero, JLG
    Melcón, AA
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2006, 54 (01) : 309 - 320
  • [34] Monostatic microwave imaging method for conductor cylinder based on neural network
    Liu, K. (liukun@cuit.edu.cn), 2012, Chinese Research Institute of Radiowave Propagation, P.O. Box 138, Xinxiang, 453003, China (27):
  • [35] A Neural Network-Based Microwave Imaging Method for Object Localization
    Son, Wonhyung
    Park, Won-Kwang
    Son, Seong-Ho
    JOURNAL OF ELECTROMAGNETIC ENGINEERING AND SCIENCE, 2022, 22 (05): : 576 - 579
  • [36] A NEW METHOD OF MEASURING HUMIDITY IN A SMALL SPACE
    DOE, PE
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 1967, 10 (03) : 311 - &
  • [37] A method for measuring relative humidity by means of thermocouples
    Woodrow, AW
    JOURNAL OF ECONOMIC ENTOMOLOGY, 1934, 27 : 618 - 624
  • [38] MEASUREMENTS OF HUMIDITY OF ARTIFICIAL MANURES BY MICROWAVE METHOD
    LENARCIK, A
    KRASZEWSKI, A
    PRZEMYSL CHEMICZNY, 1976, 55 (02): : 94 - 97
  • [39] Temperature and Humidity Adaptive Control Method Based on Fuzzy Neural Network in Agricultural Greenhouse
    Zhao, Yujie
    PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES, 2024, 61 (03): : 1033 - 1043
  • [40] Neural network assisted temperature and humidity field simulation method in tobacco curing process
    Guo, Weimin
    Xu, Qiang
    Wang, Aiguo
    Chen, Guangqing
    Zhou, Shuoye
    Wang, Jianwei
    Chen, Zuxiao
    Liu, Jianjun
    Yan, Ding
    Li, Junying
    Cai, Xianjie
    Chen, Xuchu
    Zhang, Yanling
    INDUSTRIAL CROPS AND PRODUCTS, 2025, 225
12345