Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality
Non-destructive testing (NDT) technology is pivotal in the quality assessment of agricultural products. In contrast to traditional manual testing, which is fraught with subjectivity, inefficiency, and the potential for sample damage, NDT technology has gained widespread application due to its advant...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-12-01
|
| Series: | Foods |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2304-8158/13/23/3917 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850060389242372096 |
|---|---|
| author | Sai Xu Hanting Wang Xin Liang Huazhong Lu |
| author_facet | Sai Xu Hanting Wang Xin Liang Huazhong Lu |
| author_sort | Sai Xu |
| collection | DOAJ |
| description | Non-destructive testing (NDT) technology is pivotal in the quality assessment of agricultural products. In contrast to traditional manual testing, which is fraught with subjectivity, inefficiency, and the potential for sample damage, NDT technology has gained widespread application due to its advantages of objectivity, speed, and accuracy, and it has injected significant momentum into the intelligent development of the food industry and agriculture. Over the years, technological advancements have led to the development of NDT systems predicated on machine vision, spectral analysis, and bionic sensors. However, during practical application, these systems can be compromised by external environmental factors, the test samples themselves, or by the degradation and noise interference inherent in the testing equipment, leading to instability in the detection process. This instability severely impacts the accuracy and efficiency of the testing. Consequently, refining the detection methods and enhancing system stability have emerged as key focal points for research endeavors. This manuscript presents an overview of various prevalent non-destructive testing methodologies, summarizes how sample properties, external environments, and instrumentation factors affect the stability of testing in practical applications, organizes and analyzes solutions to enhance the stability of non-destructive testing of agricultural product quality based on current research, and offers recommendations for future investigations into the non-destructive testing technology of agricultural products. |
| format | Article |
| id | doaj-art-e20e11b4847a4aaa96ca734ee3df6649 |
| institution | DOAJ |
| issn | 2304-8158 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Foods |
| spelling | doaj-art-e20e11b4847a4aaa96ca734ee3df66492025-08-20T02:50:33ZengMDPI AGFoods2304-81582024-12-011323391710.3390/foods13233917Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product QualitySai Xu0Hanting Wang1Xin Liang2Huazhong Lu3Institute of Facility Agriculture, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, ChinaSchool of Life Sciences, South China Normal University, Guangzhou 510631, ChinaInstitute of Facility Agriculture, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, ChinaGuangdong Academy of Agricultural Sciences, Guangzhou 510640, ChinaNon-destructive testing (NDT) technology is pivotal in the quality assessment of agricultural products. In contrast to traditional manual testing, which is fraught with subjectivity, inefficiency, and the potential for sample damage, NDT technology has gained widespread application due to its advantages of objectivity, speed, and accuracy, and it has injected significant momentum into the intelligent development of the food industry and agriculture. Over the years, technological advancements have led to the development of NDT systems predicated on machine vision, spectral analysis, and bionic sensors. However, during practical application, these systems can be compromised by external environmental factors, the test samples themselves, or by the degradation and noise interference inherent in the testing equipment, leading to instability in the detection process. This instability severely impacts the accuracy and efficiency of the testing. Consequently, refining the detection methods and enhancing system stability have emerged as key focal points for research endeavors. This manuscript presents an overview of various prevalent non-destructive testing methodologies, summarizes how sample properties, external environments, and instrumentation factors affect the stability of testing in practical applications, organizes and analyzes solutions to enhance the stability of non-destructive testing of agricultural product quality based on current research, and offers recommendations for future investigations into the non-destructive testing technology of agricultural products.https://www.mdpi.com/2304-8158/13/23/3917non-destructive testingagriculture productsystem stabilityalgorithm improvementhardware system improvement |
| spellingShingle | Sai Xu Hanting Wang Xin Liang Huazhong Lu Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality Foods non-destructive testing agriculture product system stability algorithm improvement hardware system improvement |
| title | Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality |
| title_full | Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality |
| title_fullStr | Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality |
| title_full_unstemmed | Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality |
| title_short | Research Progress on Methods for Improving the Stability of Non-Destructive Testing of Agricultural Product Quality |
| title_sort | research progress on methods for improving the stability of non destructive testing of agricultural product quality |
| topic | non-destructive testing agriculture product system stability algorithm improvement hardware system improvement |
| url | https://www.mdpi.com/2304-8158/13/23/3917 |
| work_keys_str_mv | AT saixu researchprogressonmethodsforimprovingthestabilityofnondestructivetestingofagriculturalproductquality AT hantingwang researchprogressonmethodsforimprovingthestabilityofnondestructivetestingofagriculturalproductquality AT xinliang researchprogressonmethodsforimprovingthestabilityofnondestructivetestingofagriculturalproductquality AT huazhonglu researchprogressonmethodsforimprovingthestabilityofnondestructivetestingofagriculturalproductquality |