Artificial Neural Networks In Food Processing

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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.

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Genre : Technology & Engineering
Author : Mohamed Tarek Khadir
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2021-01-18
File : 200 Pages
ISBN-13 : 9783110646054


Thermal Food Processing

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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.

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Genre : Technology & Engineering
Author : Da-Wen Sun
Publisher : CRC Press
Release : 2012-05-16
File : 689 Pages
ISBN-13 : 9781439876787


Food Processing Operations Modeling

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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 studies with over 350 numerical and computational equations and solutions.

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Genre : Technology & Engineering
Author : Joseph M. Irudayaraj
Publisher : CRC Press
Release : 2001-02-27
File : 348 Pages
ISBN-13 : 9780824745165


Handbook Of Research On Food Processing And Preservation Technologies

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The Handbook of Research on Food Processing and Preservation Technologies is a rich 5-volume collection that illustrates various design, development, and applications of novel and innovative strategies for food processing and preservation. The roles and applications of minimal processing techniques (such as ozone treatment, vacuum drying, osmotic dehydration, dense phase carbon dioxide treatment, pulsed electric field, and high-pressure assisted freezing) are discussed, along with a wide range of other applications. The handbook also explores some exciting computer-aided techniques emerging in the food processing sector, such as robotics, radio frequency identification (RFID), three-dimensional food printing, artificial intelligence, etc. Some emphasis has also been given on nondestructive quality evaluation techniques (such as image processing, terahertz spectroscopy imaging technique, near infrared, Fourier transform infrared spectroscopy technique, etc.) for food quality and safety evaluation. The significant roles of food properties in the design of specific foods and edible films have been elucidated as well. Volume 3: Computer-Aided Food Processing and Quality Evaluation Techniques of the multi-volume set reports on a number of applications of computer-aided techniques for quality evaluation and to secure food quality. The chapter authors present emerging nonthermal approaches for food processing and preservation including a detailed discussion on color measurement techniques, RFID, 3D-food printing, potential of robotics, artificial intelligence, terahertz spectroscopy imaging technique, instrumentation techniques and transducers, food labeling as marketing and quality assurance tool, detection of pesticides, mathematical simulation of moisture sorption in food products, numerical methods and modeling techniques, concept of phase change materials, and dielectric properties of animal source foods. Other volumes in the set include: Volume 1: Nonthermal and Innovative Food Processing Methods Volume 2: Nonthermal Food Preservation and Novel Processing Strategies Volume 3: Computer-Aided Food Processing and Quality Evaluation Techniques Volume 4: Design and Development of Specific Foods, Packaging Systems, and Food Safety Volume 5: Emerging Techniques for Food Processing, Quality, and Safety Assurance Along with the other volumes, Handbook of Research on Food Processing and Preservation Technologies provides an abundance of valuable information and will be an excellent reference for researchers, scientists, students, growers, traders, processors, industries, and others.

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Genre : Science
Author : Preeti Birwal
Publisher : CRC Press
Release : 2021-11-25
File : 350 Pages
ISBN-13 : 9781000404913


Handbook Of Research On Food Processing And Preservation Technologies

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The Handbook of Research on Food Processing and Preservation Technologies is a 5-volume collection that highlights various design, development, and applications of novel and innovative strategies for food processing and preservation. Together, the 5 volumes will prove to be valuable resource for researchers, scientists, students, growers, traders, processors, and others in the food processing industry.

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Genre : Technology & Engineering
Author : Megh R. Goyal
Publisher : CRC Press
Release : 2022-02-28
File : 1702 Pages
ISBN-13 : 9781000405118


Engineering Aspects Of Thermal Food Processing

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Access the Latest Advances in Food Quality Optimization and Safety AssuranceThermal processing has undergone a remarkable amount of research throughout the past decade, indicating that the process not only remains viable, but that it is also expanding around the world.An organized exploration of new developments in academic and current food industr

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Genre : Technology & Engineering
Author : Ricardo Simpson
Publisher : CRC Press
Release : 2009-06-22
File : 524 Pages
ISBN-13 : 9781420058598


Emerging Technologies For The Food Industry

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With changing consumer preferences and the focus on developing resilient food systems, food processing is finding its place in key policies, government interventions, global trade, and the overall food and nutritional security. Given this, this new 3-volume collection offers a compilation of emerging and futuristic food processing technologies, presenting fundamental concepts of food technology, trending applications, and a range of interdisciplinary concepts that have found numerous interwoven applications in the food industry. Volume 3 is an exploration of the future of food processing, highlighting certain emerging and disruptive technologies and their gaining influence in the food sector. The first five chapters focus on computers and information technology-linked applications such as CFD modeling, robotics, automation, artificial intelligence, big data, the Internet of Things, cloud computing, and blockchain management for the food industry. The book then details selected interesting concepts that have made phenomenal advancements in recent years: approaches for improved delivery of nutrients, micro- and nanofluidics, novel drying technologies, smart and intelligent packaging, as well as 3D food printing technology. The other volumes in the series are Volume 1: Fundamentals of Food Processing Technology, which presents the basics of food preservation, covering hurdle technology, aspects of minimal processing, ohmic heating of foods, edible coatings, and electromagnetics and allied applications in food processing; and Volume 2: Advances in Nonthermal Processing Technologies, which focuses on the interesting field of nonthermal processing and its applications.

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Genre : Technology & Engineering
Author : C. Anandharamakrishnan
Publisher : CRC Press
Release : 2024-04-30
File : 383 Pages
ISBN-13 : 9781000913248


Mathematical And Statistical Applications In Food Engineering

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Written by experts from all over the world, the book comprises the latest applications of mathematical and models in food engineering and fermentation. It provides the fundamentals on statistical methods to solve standard problems associated with food engineering and fermentation technology. Combining theory with a practical, hands-on approach, this book covers key aspects of food engineering. Presenting cuttingedge information, the book is an essential reference on the fundamental concepts associated with food engineering.

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Genre : Mathematics
Author : Surajbhan Sevda
Publisher : CRC Press
Release : 2020-01-30
File : 443 Pages
ISBN-13 : 9780429792540


Food Processing Technology

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Food Processing Technology: Principles and Practice, Fourth Edition, has been updated and extended to include the many developments that have taken place since the third edition was published. The new edition includes an overview of the component subjects in food science and technology, processing stages, important aspects of food industry management not otherwise considered (e.g. financial management, marketing, food laws and food industry regulation), value chains, the global food industry, and over-arching considerations (e.g. environmental issues and sustainability). In addition, there are new chapters on industrial cooking, heat removal, storage, and distribution, along with updates on all the remaining chapters. This updated edition consolidates the position of this foundational book as the best single-volume introduction to food manufacturing technologies available, remaining as the most adopted standard text for many food science and technology courses. - Updated edition completely revised with new developments on all the processing stages and aspects of food industry management not otherwise considered (e.g. financial management, marketing, food laws, and food industry regulation), and more - 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 - Includes extra textbook elements, such as videos and calculations slides, in addition to summaries of key points in each chapter

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Genre : Technology & Engineering
Author : P.J. Fellows
Publisher : Woodhead Publishing
Release : 2016-10-04
File : 1154 Pages
ISBN-13 : 9780081005231


Transport Phenomena In Food Processing

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Specifically developed for food engineers, this is an in-depth reference book that focuses on transport phenomena in food preservation. First it reviews the fundamental concepts regarding momentum, heat, and mass transfer. Then the book examines specific applications of these concepts into a variety of traditional and novel processes and products.

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Genre : Science
Author : Jorge Welti-Chanes
Publisher : CRC Press
Release : 2016-04-19
File : 570 Pages
ISBN-13 : 9781420006261