Food Quality Analysis: Applications of Analytical Methods Coupled with Artificial Intelligence

Food Quality Analysis: Applications of Analytical Methods Coupled with Artificial Intelligence provides different spectroscopic techniques and their application to the food quality analysis, with the unique approach of combining artificial intelligence applications to them. The book covers FTIR, Raman, NIR, Fluorescence, and Mass spectroscopy, along with machine learning and/or multivariate analysis to achieve food and beverage quality. It also brings Hyperspectral imaging applications, Meat quality assessment using electronic nose, Chromatographic and Spectroscopic methods for the analysis of oils and fats, Gas Chromatography and multivariate analysis for wheat flours and Computer vision and image analysis for evaluation of cheese quality Written by a team of interdisciplinary experts, this is the ultimate valuable resource for industrialists and personnel involved in food industries. Brings the food quality analysis experience combined with the spectroscopic techniques, artificial intelligence, and machine learning Presents the applications of analytical techniques to speed up the resolution of food safety issues, prevent food fraud, and traceability purposes Explores different spectroscopic techniques and their application to the food quality analysis INDICE: 1. Importance of food quality analysis (in relation to food safety and human health and Covid-19 in particular) 2. FTIR spectroscopy combined with multivariate analysis in quality analysis of fats and oils 3. Fluorescence spectroscopy for beer quality analysis 4. Raman spectroscopy combined with multivariate analysis in quality analysis of food and pharmaceutical materials 5. Chromatographic methods for the analysis of oils and fats 6. Gas chromatography and multivariate analysis for wheat flours 7. Electrochemical sensors coupled with machine learning for food safety and quality inspection

• ISBN: 978-0-323-95988-9
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 180
• Fecha Publicación: 20/01/2023
• Nº Volúmenes: 1
• Idioma: Inglés