International Journal of Biological Macromolecules, Год журнала: 2024, Номер unknown, С. 138820 - 138820
Опубликована: Дек. 1, 2024
Язык: Английский
International Journal of Biological Macromolecules, Год журнала: 2024, Номер unknown, С. 138820 - 138820
Опубликована: Дек. 1, 2024
Язык: Английский
International Journal of Biological Macromolecules, Год журнала: 2025, Номер 296, С. 139698 - 139698
Опубликована: Янв. 9, 2025
Язык: Английский
Процитировано
1International Journal of Biological Macromolecules, Год журнала: 2025, Номер 299, С. 140072 - 140072
Опубликована: Янв. 20, 2025
Язык: Английский
Процитировано
1Food Chemistry, Год журнала: 2024, Номер unknown, С. 141763 - 141763
Опубликована: Окт. 1, 2024
Язык: Английский
Процитировано
7Polymers, Год журнала: 2024, Номер 16(23), С. 3368 - 3368
Опубликована: Ноя. 29, 2024
The integration of machine learning (ML) into material manufacturing has driven advancements in optimizing biopolymer production processes. ML techniques, applied across various stages production, enable the analysis complex data generated throughout identifying patterns and insights not easily observed through traditional methods. As sustainable alternatives to petrochemical-based plastics, biopolymers present unique challenges due their reliance on variable bio-based feedstocks processing conditions. This review systematically summarizes current applications techniques aiming provide a comprehensive reference for future research while highlighting potential enhance efficiency, reduce costs, improve product quality. also shows role algorithms, including supervised, unsupervised, deep
Язык: Английский
Процитировано
4Elsevier eBooks, Год журнала: 2025, Номер unknown, С. 323 - 343
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
0Waste Management, Год журнала: 2025, Номер 195, С. 55 - 68
Опубликована: Янв. 31, 2025
Язык: Английский
Процитировано
0International Journal of Biological Macromolecules, Год журнала: 2025, Номер unknown, С. 141108 - 141108
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
0International Journal of Biological Macromolecules, Год журнала: 2025, Номер 305, С. 141165 - 141165
Опубликована: Фев. 17, 2025
Язык: Английский
Процитировано
0Food Bioscience, Год журнала: 2025, Номер unknown, С. 106347 - 106347
Опубликована: Март 1, 2025
Язык: Английский
Процитировано
0International Journal of Food Science, Год журнала: 2025, Номер 2025(1)
Опубликована: Янв. 1, 2025
Nonthermal technologies, mostly utilized for microbial inactivation and quality preservation in food, are attracting increased interest, particularly nonthermal plasma. Cold plasma (CP) demonstrates favorable results, such as germination, enhanced functional rheological characteristics, the eradication of microorganisms. Consequently, CP is a novel technology food processing that has significantly contributed to prevention spoilage. This study highlights contemporary research on processing. includes its use decontamination, shelf life extension, mycotoxin degradation, enzyme inactivation, surface modification products. The generation techniques under low pressure, including glow discharge, radio frequency microwave techniques, atmospheric dielectric barrier discharge (DBD), jet, corona discussed. Additionally, source plasma-activated water (PAW) with significant role critically an effective method decontamination several materials like fruits, vegetables, meat, low-moisture Also, review addressed effects physicochemical properties foods pretreatment various aspects processing, drying extraction bioactive compounds, oil hydrogenation. improved kinetics resulting reduced time product quality. Similarly, maintaining safety quality, removing formation biofilm, also reducing protein allergenicity. underscored importance sterilizing agent packaging materials, emphasizing enhancing characteristics biopolymer-based materials. Therefore, it concluded reduction pathogenic microorganisms from Moreover, nutritional sensory Overall, application all There critical need ongoing upscaling commercial purposes.
Язык: Английский
Процитировано
0