Artificial Neural Networks In Food Processing
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Artificial Neural Networks In Food Processing
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Author : Mohamed Tarek Khadir
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-01-18
Artificial Neural Networks In Food Processing written by Mohamed Tarek Khadir and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-18 with Technology & Engineering categories.
Artificial Neural Networks (ANNs) is a powerful computational tool to mimic the learning process of the mammalian brain. This book gives a comprehensive overview of ANNs including an introduction to the topic, classifications of single neurons and neural networks, model predictive control and a review of ANNs used in food processing. Also, examples of ANNs in food processing applications such as pasteurization control are illustrated.
Ai Applications In Food Processing And Packaging
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Author : Ashutosh Kumar Shukla
language : en
Publisher: Royal Society of Chemistry
Release Date : 2025-06-27
Ai Applications In Food Processing And Packaging written by Ashutosh Kumar Shukla and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Technology & Engineering categories.
Artificial intelligence (AI) is a branch of computer science which uses data to create models. These models learn from data and are used to make predictions. AI tools are being developed to deal with the complexity and variety of data in the food industry. This edited volume highlights the ways in which AI can be applied to optimization and automation in quality control, processing and packaging of food products. It covers a wide range of food products including oils and fats, milk, fish and fishery products. Filling the gap between literature covering conventional food processing and packaging and current research on AI linked to these areas, initial chapters highlight AI applications including the internet of things (IoT) and big data applications in the food industry. Then coverage details the intelligent integration of many technologies for different applications in the food industry for example non-destructive food quality assessment using digital images assisted by chemometrics, simulations to detect the existence of foreign objects in milk packaging using ultrasonic tomography and AI assisted 3D food printing. New advanced sensing technologies, including electronic noses and tongues, are discussed in detail emphasizing their role in ensuring food product quality and safety.
Mathematical Modeling Of Food Processing
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Author : Mohammed M. Farid
language : en
Publisher: CRC Press
Release Date : 2010-05-21
Mathematical Modeling Of Food Processing written by Mohammed M. Farid and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-21 with Science categories.
Written by international experts from industry, research centers, and academia, Mathematical Modeling of Food Processing discusses the physical and mathematical analysis of transport phenomena associated with food processing. The models presented describe many of the important physical and biological transformations that occur in food during proces
Food Process Modelling
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Author : L M M Tijskens
language : en
Publisher: Woodhead Publishing
Release Date : 2001-06-14
Food Process Modelling written by L M M Tijskens and has been published by Woodhead Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-06-14 with Business & Economics categories.
Food process modelling provides an authoritative review of one of the most exciting and influential developments in the food industry. The modelling of food processes allows analysts not only to understand such processes more clearly but also to control them more closely and make predictions about them. Modelling thus aids the search for greater and more consistent food quality. Written by a distinguished international team of experts, Food process modelling covers both the range of modelling techniques and their practical applications across the food chain.
Thermal Food Processing
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Author : Da-Wen Sun
language : en
Publisher: CRC Press
Release Date : 2012-05-16
Thermal Food Processing written by Da-Wen Sun and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-16 with Technology & Engineering categories.
Thermal processing remains one of the most important processes in the food industry. Now in its second edition, Thermal Food Processing: New Technologies and Quality Issues continues to explore the latest developments in the field. Assembling the work of a worldwide panel of experts, this volume highlights topics vital to the food industry today and pinpoints the trends in future research and development. Topics discussed include: Thermal properties of foods, including heat capacity, conductivity, diffusivity, and density Heat and mass transfer and related engineering principles, mechanisms, and models The development and application of deterministic heat transfer models for predicting internal product temperatures Modeling thermal processing using artificial neural networks (ANN) and computational fluid dynamics (CFD) Thermal processing of meat, poultry, fish, and dairy products; canned foods; ready meals; and vegetables The effect of ultrahigh temperature (UHT) treatment processing on milk, including the impact on nutrient composition, safety, and organoleptic aspects Ohmic, radio frequency (RF) dialectric, infrared, and pressure-assisted heating pH-assisted thermal processing In addition to updating all content, this second edition includes five new chapters: Thermal Effects in Food Microbiology, Modeling Thermal Microbial Inactivation Kinetics, Thermal Processing of Food and Fruit Juices, Aseptic Processing and Packaging, and Microwave Heating. The final chapter of the book examines systems used in the evaluation of thermal processes and the development of time temperature integrators (TTIs) to ensure the safety of thermally processed food. An up-to-date survey of essential techniques and the science behind them, this volume is a critical reference for food industry professionals.
Thermal Food Processing
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Author : Da-Wen Sun
language : en
Publisher: CRC Press
Release Date : 2012-05-16
Thermal Food Processing written by Da-Wen Sun and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-16 with Science categories.
Thermal processing remains one of the most important processes in the food industry. Now in its second edition, Thermal Food Processing: New Technologies and Quality Issues continues to explore the latest developments in the field. Assembling the work of a worldwide panel of experts, this volume highlights topics vital to the food industry today an
Heat Transfer In Food Processing
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Author : S. Yanniotis
language : en
Publisher: WIT Press
Release Date : 2007
Heat Transfer In Food Processing written by S. Yanniotis and has been published by WIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Technology & Engineering categories.
Heat Transfer is important in food processing. This edited book presents a review of ongoing activities in a broad perspective.
Food Processing Operations Modeling
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Author : Joseph M. Irudayaraj
language : en
Publisher: CRC Press
Release Date : 2001-02-27
Food Processing Operations Modeling written by Joseph M. Irudayaraj and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-02-27 with Science categories.
A comprehensive survey of thermal processing and modelling techniques in food process engineering. It combines theory and practice to solve actual problems in the food processing industry - emphasizing heat and mass transfer, fluid flow, electromagnetics, stochastic processes, and neural network analysis in food systems. There are specific case stu
Innovative Food Processing Technologies
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Author : Kai Knoerzer, PhD
language : en
Publisher: John Wiley & Sons
Release Date : 2011-04-19
Innovative Food Processing Technologies written by Kai Knoerzer, PhD and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-19 with Technology & Engineering categories.
Part of the IFT (Institute of Food Technologists) series, this book discusses multiphysics modeling and its application in the development, optimization, and scale-up of emerging food processing technologies. The book covers recent research outcomes to demonstrate process efficiency and the impact on scalability, safety, and quality, and technologies including High Pressure Processing, High Pressure Thermal Sterilization, Radiofrequency, Ultrasound, Ultraviolet, and Pulsed Electric Fields Processing. Ideal for food and process engineers, food technologists, equipment designers, microbiologists, and research and development personnel, this book covers the importance and the methods for applying multiphysics modeling for the design, development, and application of these technologies.
Food Processing Technology
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Author : P.J. Fellows
language : en
Publisher: Elsevier
Release Date : 2009-06-22
Food Processing Technology written by P.J. Fellows and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-22 with Technology & Engineering categories.
The first edition of Food processing technology was quickly adopted as the standard text by many food science and technology courses. This completely revised and updated third edition consolidates the position of this textbook as the best single-volume introduction to food manufacturing technologies available. This edition has been updated and extended to include the many developments that have taken place since the second edition was published. In particular, advances in microprocessor control of equipment, 'minimal' processing technologies, functional foods, developments in 'active' or 'intelligent' packaging, and storage and distribution logistics are described. Technologies that relate to cost savings, environmental improvement or enhanced product quality are highlighted. Additionally, sections in each chapter on the impact of processing on food-borne micro-organisms are included for the first time. - Introduces a range of processing techniques that are used in food manufacturing - Explains the key principles of each process, including the equipment used and the effects of processing on micro-organisms that contaminate foods - Describes post-processing operations, including packaging and distribution logistics