Terahertz Spectroscopy for Food Quality Assessment: A Comprehensive Review.
Jie Yang1, Xue Bai1, Mingji Wei1
1School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China.
Terahertz spectroscopy (TS) offers a non-destructive method for food quality testing. This review highlights TS applications in detecting contaminants, adulterants, and nutrients, alongside AI integration for enhanced food safety.
Area of Science:
- Food Science and Technology
- Analytical Chemistry
- Spectroscopy
Background:
- Terahertz spectroscopy (TS), a non-destructive testing (NDT) technique, bridges microwave and infrared characteristics.
- TS exhibits unique penetration, high sensitivity, and low photon energy, making it suitable for complex food matrices.
- The demand for rapid, non-destructive food analysis technologies is increasing.
Purpose of the Study:
- To systematically review the principles and applications of terahertz spectroscopy in food quality testing.
- To analyze the progress in using TS for detecting pesticide residues, additives, biotoxins, mold, adulteration, variety, and nutrient content.
- To envision the future integration of TS and artificial intelligence (AI) for food safety and nutritional research.
Main Methods:
- Review of terahertz spectroscopy principles and its application in food analysis.
- Integration of spectral data preprocessing, reconstruction algorithms, and machine learning (ML) model optimization.
- Analysis of advantages and challenges in enhancing detection accuracy and efficiency.
Main Results:
- Terahertz spectroscopy demonstrates significant potential for qualitative and quantitative analysis of food ingredients.
- Combined with chemometrics and ML, TS provides efficient solutions for various food testing parameters.
- Advancements in data processing and AI models are crucial for improving TS detection capabilities.
Conclusions:
- Terahertz spectroscopy is a promising technology for comprehensive food quality assessment.
- The synergy between TS and AI offers a future direction for robust food safety assurance and nutritional research.
- Further research is needed to overcome challenges and fully realize the potential of TS in the food industry.
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