The dawn of intelligent technologies in tea industry

Y Wei, Y Wen, X Huang, P Ma, L Wang, Y Pan… - Trends in Food Science …, 2024 - Elsevier
Background Tea is a globally significant agricultural product, renowned for its economic and
cultural value. The process of tea cultivation and production involves tea plantation …

Advancing tea detection with artificial intelligence: Strategies, progress, and future prospects

Q Xu, Y Zhou, L Wu - Trends in Food Science & Technology, 2024 - Elsevier
Background Tea is a vital economic crop in developing countries, crucial for rural
development, poverty reduction, and food security. Tea consumption offers health benefits …

Monitoring the dynamic change of catechins in black tea drying by using near-infrared spectroscopy and chemometrics

L Li, X Sheng, J Zan, H Yuan, X Zong… - Journal of Food …, 2023 - Elsevier
Drying is an important process in black tea processing, at the same time, catechin is an
important factor in determining the sensory quality of black tea. However, there is a lack of …

On-line multi-gas component measurement in the mud logging process based on Raman spectroscopy combined with a CNN-LSTM-AM hybrid model

Y Cai, G Xu, D Yang, H Tian, F Zhou, J Guo - Analytica Chimica Acta, 2023 - Elsevier
The qualitative and quantitative analysis of gas components extracted from drilling fluids
during mud logging is essential for identifying drilling anomalies, reservoir characteristics …

Rapid characterization of black tea taste quality using miniature NIR spectroscopy and electronic tongue sensors

G Ren, X Zhang, R Wu, L Yin, W Hu, Z Zhang - Biosensors, 2023 - mdpi.com
The taste of tea is one of the key indicators in the evaluation of its quality and is a key factor
in its grading and market pricing. To objectively and digitally evaluate the taste quality of tea …

Effects of fermentation duration on the flavour quality of large leaf black tea based on metabolomics

H Dong, Y Li, X Lai, M Hao, L Sun, Q Li, R Chen, Q Li… - Food Chemistry, 2024 - Elsevier
Fermentation durations are crucial in determining the quality of black tea flavour. The
mechanism underlying the degradation of black tea flavour caused by inappropriate …

A rapid method for detecting l-Theanine during kombucha fermentation using SERS combined with machine/deep learning

S Zhao, T Jiao, SYSS Adade, Z Wang, X Wu… - Microchemical …, 2024 - Elsevier
The rapid detection of key indicators during the fermentation is crucial for improving product
quality. In light of this, a strategy was developed for the rapid detection of l-Theanine during …

Rapid and sensitive in-situ detection of pesticide residues in real tea soup with optical fiber SERS probes

C Cai, F Zhou, R Chu, H Ye, C Zhang, L Shui… - Journal of Food …, 2024 - Elsevier
The detection of pesticide residues in tea soup is an important issue in food safety. Surface-
enhanced Raman scattering (SERS) spectroscopy has significant application prospects for …

Lightweight CNN combined with knowledge distillation for the accurate determination of black tea fermentation degree

Z Ding, C Yang, B Hu, M Guo, J Li, M Wang… - Food Research …, 2024 - Elsevier
Black tea is the second most common type of tea in China. Fermentation is one of the most
critical processes in its production, and it affects the quality of the finished product, whether it …

Utilizing excitation-emission matrix fluorescence spectroscopy and convolutional neural networks for dark tea brand and aging period identification

X Tan, J He, H Li, J Jiang, Z He, J Guo, B Qiu - Journal of Food …, 2024 - Elsevier
This study utilized excitation-emission matrix (EEM) fluorescence spectroscopy in
conjunction with convolutional neural networks (CNNs) to identify the dark tea brands and …