A critical review on drying of food materials: recent progress and key challenges

S Bhattacharjee, P Mohanty, JK Sahu… - … Communications in Heat …, 2024 - Elsevier
One important problem that is closely related to developing and refining novel drying
techniques is the deterioration of aromatic herbs, fruits, and vegetables during the drying …

Imaging spectroscopy and machine learning for intelligent determination of potato and sweet potato quality

WH Su, H Xue - Foods, 2021 - mdpi.com
Imaging spectroscopy has emerged as a reliable analytical method for effectively
characterizing and quantifying quality attributes of agricultural products. By providing …

Application of ensemble neural-network method to integrated sugar content prediction model for citrus fruit using Vis/NIR spectroscopy.

SY Kim, SJ Hong, E Kim, CH Lee, G Kim - Journal of Food Engineering, 2023 - Elsevier
As consumers' preference for sweetness in food products is increasing, most agricultural
product processing complexes currently operate sugar-screening machines. However, every …

The impact of high-quality data on the assessment results of visible/near-infrared hyperspectral imaging and development direction in the food fields: a review

H Xu, J Ren, J Lin, S Mao, Z Xu, Z Chen, J Zhao… - Journal of Food …, 2023 - Springer
Over the past decades, food quality and safety have seriously been disturbing public health.
Traditional monitoring methods of food-quality evaluation have been time consuming and …

A review on the applications of machine learning and deep learning in agriculture section for the production of crop biomass raw materials

W Peng, O Karimi Sadaghiani - Energy Sources, Part A: Recovery …, 2023 - Taylor & Francis
The application of biomass, as an energy resource, depends on four main steps of
production, pre-treatment, bio-refinery, and upgrading. This work reviews Machine Learning …

Intelligent sensors for sustainable food and drink manufacturing

NJ Watson, AL Bowler, A Rady, OJ Fisher… - … in Sustainable Food …, 2021 - frontiersin.org
Food and drink is the largest manufacturing sector worldwide and has significant
environmental impact in terms of resource use, emissions, and waste. However, food and …

Grading detection of “Red Fuji” apple in Luochuan based on machine vision and near-infrared spectroscopy

J Wang, Y Huo, Y Wang, H Zhao, K Li, L Liu, Y Shi - Plos one, 2022 - journals.plos.org
A quality detection system for the “Red Fuji” apple in Luochuan was designed for automatic
grading. According to the Chinese national standard, the grading principles of apple …

Optical methods for the detection of plant pathogens and diseases

SV Gudkov, TA Matveeva, RM Sarimov, AV Simakin… - Agriengineering, 2023 - mdpi.com
Plant diseases of an infectious nature are the reason for major economic losses in
agriculture throughout the world. The early, rapid and non-invasive detection of diseases …

Vis-NIR hyperspectral imaging for online quality evaluation during food processing: A case study of hot air drying of purple-speckled cocoyam (Colocasia esculenta (L …

J Ndisya, A Gitau, D Mbuge, A Arefi, L Bădulescu… - Processes, 2021 - mdpi.com
In this study, hyperspectral imaging (HSI) and chemometrics were implemented to develop
prediction models for moisture, colour, chemical and structural attributes of purple-speckled …

Nondestructive methods for the quality assessment of fruits and vegetables considering their physical and biological variability

S Tian, H Xu - Food Engineering Reviews, 2022 - Springer
Fruits and vegetables are very important agricultural products in daily life. Evaluating the
quality attributes of fresh fruits and vegetables by nondestructive sensing techniques has …