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A Terahertz time-domain spectroscopy-based intelligent microwave vacuum dehydration system for in-situ monitoring of real-time moisture migration during dehydration of agricultural products
被引:0
|作者:
Ren, Yuqiao
[1
]
Sun, Da-Wen
[1
]
机构:
[1] Natl Univ Ireland, Univ Coll Dublin UCD, Agr & Food Sci Ctr, Sch Biosyst & Food Engn,Food Refrigerat & Compute, Dublin 4, Ireland
来源:
ACTIVE AND PASSIVE SMART STRUCTURES AND INTEGRATED SYSTEMS XVII
|
2023年
/
12483卷
关键词:
Chemometric;
Gaussian process regression;
In-situ measurement;
Microwave vacuum drying;
Moisture content;
Non-destructive analyses;
Polyethene;
Terahertz time-domain spectroscopy;
D O I:
10.1117/12.2662781
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
Microwave vacuum drying (MVD) as a novel and advanced drying technology is wildly applied in the agri-food, pharmaceutical, and electronics industry, etc. However, achieving in-situ analyses of the real-time moisture content (MC) of products during MVD is still a huge challenge. This research aims to build an intelligent dehydration system by integrating a Terahertz time-domain spectroscopy (THz-TDS) into an MVD system to achieve in-situ monitoring of real-time moisture content (MC) in agri-food products. During dehydration, the THz-TDS continuality captured the spectra from a polyethene (PE) air hose containing the exhaust water vapor from the glass desiccator. Chemometric analysis of Gaussian process regression was applied to correlate the real-time MC loss of products with the corresponding numerical integration of THz absorption coefficients of vapor. The real-time MC content was accurately calculated based on the prediction. The result shows that the THz-TDS is able to sense the dynamic vapor changes within the MVD system by penetrating the PE air hose, and the established intelligent dehydration system combined with chemometric analyses achieved a satisfied MC loss and MC prediction, with R-2 of 0.95 and 0.98, and RMSE of 0.002 and 0.031, respectively. The THz-TDS technique shows great potential to be integrated into an MVD system to achieve in-situ real-time MC evaluation, optimize dehydration condition, and predict the dehydration endpoint. The established intelligent dehydration system also provides a novel sensing strategy using THz-TDS to monitor the gas exchange within a closed system by penetrating a PE air hose in the system, and further widen the application of THz-TDS in the agri-food industry.
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