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Mitchai Chongcheawchamnan. Dual-frequency six-port reflectometer technique for quality determination of para rubber latex. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2022.
Dual-frequency six-port reflectometer technique for quality determination of para rubber latex
Name: Saran Tantiwit
Organization :
Prince of Songkla University. Faculty of Engineering
Email :
saran260839@gmail.com
Name: Sahapong Somwong
Organization :
Rajamangala University of Technology. Faculty of Engineering
Email :
sahapong.s@rmutsv.ac.th
Organization :
Prince of Songkla University. Faculty of Engineering
Email :
mitchai.c@psu.ac.th
keyword:
Rubber latex
LCSH:
Machine learning
Abstract:
This paper presents a dual-frequency six-port reflectometer (SPR) applied to determine dry rubber content (DRC) in para rubber latex. The SPR consists of a wideband microwave source, a six-port ring circuit, a tunable matching circuit, and a microcontroller unit. Two stable frequencies at 1 and 2.16 GHz are proposed for sensing dry rubber content in para rubber latex under test. Several samples of 20-60% DRC concentrated para rubber latex are measured at both frequencies under the temperature range of 20 - 45°C. These data sets are prepared for training and testing for obtaining a temperature-independent model for DRC determination. Three machine learning algorithms, Bayesian Regularization algorithm (BRA), Levenberg-Marquardt algorithm (LMA), and Scaled Conjugate Gradient (SCG), are applied for model training. Based on the experiment data sets, the BRA yields 0.157 mean square error for training and 0.163 for testing while the regression values for training and testing are 0.999.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2022
Modified:
2025-08-22
Issued:
2025-08-22
บทความ/Article
application/pdf
BibliograpyCitation :
In Electrical Engineering Academic Association (Thailand) and Rajamangala University of Technology Isan Khon Kaen Campus. Faculty of Engineering. The 2022 International Electrical Engineering Congress (iEECON 2022) (P01850). Khon Kaen : Rajamangala University of Technology Isan, 2022
eng
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ใช้เวลา
0.045185 วินาที
Saran Tantiwit
| Title | Contributor | Type |
|---|---|---|
| Dual-frequency six-port reflectometer technique for quality determination of para rubber latex
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Saran Tantiwit;Sahapong Somwong;Mitchai Chongcheawchamnan | บทความ/Article |
Sahapong Somwong
| Title | Contributor | Type |
|---|---|---|
| Dual-frequency six-port reflectometer technique for quality determination of para rubber latex
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Saran Tantiwit;Sahapong Somwong;Mitchai Chongcheawchamnan | บทความ/Article |
Mitchai Chongcheawchamnan
| Title | Contributor | Type |
|---|---|---|
| Dual-frequency six-port reflectometer technique for quality determination of para rubber latex
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Saran Tantiwit;Sahapong Somwong;Mitchai Chongcheawchamnan | บทความ/Article |