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Artificial Neural Networks In Food Processing
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Book Synopsis Artificial Neural Networks in Food Processing by : Mohamed Tarek Khadir
Download or read book Artificial Neural Networks in Food Processing written by Mohamed Tarek Khadir and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-01-18 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Food Process Modelling by : L M M Tijskens
Download or read book Food Process Modelling written by L M M Tijskens and published by Woodhead Publishing. This book was released on 2001-06-14 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Artificial Neural Networks in Agriculture by : Sebastian Kujawa
Download or read book Artificial Neural Networks in Agriculture written by Sebastian Kujawa and published by Mdpi AG. This book was released on 2021-11-11 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern agriculture needs to have high production efficiency combined with a high quality of obtained products. This applies to both crop and livestock production. To meet these requirements, advanced methods of data analysis are more and more frequently used, including those derived from artificial intelligence methods. Artificial neural networks (ANNs) are one of the most popular tools of this kind. They are widely used in solving various classification and prediction tasks, for some time also in the broadly defined field of agriculture. They can form part of precision farming and decision support systems. Artificial neural networks can replace the classical methods of modelling many issues, and are one of the main alternatives to classical mathematical models. The spectrum of applications of artificial neural networks is very wide. For a long time now, researchers from all over the world have been using these tools to support agricultural production, making it more efficient and providing the highest-quality products possible.
Book Synopsis Mathematical and Statistical Applications in Food Engineering by : Surajbhan Sevda
Download or read book Mathematical and Statistical Applications in Food Engineering written by Surajbhan Sevda and published by CRC Press. This book was released on 2020-01-30 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author :Management Association, Information Resources Publisher :IGI Global ISBN 13 :1668424096 Total Pages :1575 pages Book Rating :4.6/5 (684 download)
Book Synopsis Research Anthology on Artificial Neural Network Applications by : Management Association, Information Resources
Download or read book Research Anthology on Artificial Neural Network Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-07-16 with total page 1575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural networks (ANNs) present many benefits in analyzing complex data in a proficient manner. As an effective and efficient problem-solving method, ANNs are incredibly useful in many different fields. From education to medicine and banking to engineering, artificial neural networks are a growing phenomenon as more realize the plethora of uses and benefits they provide. Due to their complexity, it is vital for researchers to understand ANN capabilities in various fields. The Research Anthology on Artificial Neural Network Applications covers critical topics related to artificial neural networks and their multitude of applications in a number of diverse areas including medicine, finance, operations research, business, social media, security, and more. Covering everything from the applications and uses of artificial neural networks to deep learning and non-linear problems, this book is ideal for computer scientists, IT specialists, data scientists, technologists, business owners, engineers, government agencies, researchers, academicians, and students, as well as anyone who is interested in learning more about how artificial neural networks can be used across a wide range of fields.
Book Synopsis Thermal Food Processing by : Da-Wen Sun
Download or read book Thermal Food Processing written by Da-Wen Sun and published by CRC Press. This book was released on 2012-05-16 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Food Processing Operations Modeling by : Joseph M. Irudayaraj
Download or read book Food Processing Operations Modeling written by Joseph M. Irudayaraj and published by CRC Press. This book was released on 2001-02-27 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Mathematical Modeling of Food Processing by : Mohammed M. Farid
Download or read book Mathematical Modeling of Food Processing written by Mohammed M. Farid and published by CRC Press. This book was released on 2010-05-21 with total page 1275 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Thermal Food Processing by : Da-Wen Sun
Download or read book Thermal Food Processing written by Da-Wen Sun and published by CRC Press. This book was released on 2012-05-16 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Design of Artificial Neural Network for Food Safety and Quality During Thermal Processing in a Can by : Dawod S. Kseibat
Download or read book Design of Artificial Neural Network for Food Safety and Quality During Thermal Processing in a Can written by Dawod S. Kseibat and published by . This book was released on 1999 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops by : Vittorio Murino
Download or read book New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops written by Vittorio Murino and published by Springer. This book was released on 2015-08-20 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of seven workshops held at the 18th International Conference on Image Analysis and Processing, ICIAP 2015, in Genoa, Italy, in September 2015: International Workshop on Recent Advances in Digital Security: Biometrics and Forensics, BioFor 2015; International Workshop on Color in Texture and Material Recognition, CTMR 2015; International Workshop on Medical Imaging in Rheumatology: Advanced applications for the analysis of in ammation and damage in the rheumatoid Joint, RHEUMA 2015; International Workshop on Image-Based Smart City Application, ISCA 2015; International Workshop on Multimedia Assisted Dietary Management, MADiMa 2015; International Workshop on Scene Background Modeling and initialization, SBMI 2015; and International Workshop on Image and Video Processing for Quality of Multimedia Experience, QoEM 2015.
Book Synopsis Handbook of Research on Food Processing and Preservation Technologies by : Preeti Birwal
Download or read book Handbook of Research on Food Processing and Preservation Technologies written by Preeti Birwal and published by CRC Press. This book was released on 2021-11-25 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Engineering Aspects of Thermal Food Processing by : Ricardo Simpson
Download or read book Engineering Aspects of Thermal Food Processing written by Ricardo Simpson and published by CRC Press. This book was released on 2009-06-22 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Image Processing For The Food Industry by : E R Davies
Download or read book Image Processing For The Food Industry written by E R Davies and published by World Scientific. This book was released on 2000-05-11 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides detailed background on the image processing problems encountered in the food industry when automatic control and inspection systems are being designed and installed. It starts with a careful study of image processing and machine vision methodology, and then goes on to analyse how this can be applied in the main areas of food processing and production. A case study approach is used to give relevance to the work, making the book user-friendly.This book will help the food industry to observe 'due diligence', and researchers to be more aware of the problems of analysing images of food products.
Book Synopsis Handbook of Research on Food Processing and Preservation Technologies by : Megh R. Goyal
Download or read book Handbook of Research on Food Processing and Preservation Technologies written by Megh R. Goyal and published by CRC Press. This book was released on 2022-02-28 with total page 1702 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Emerging Technologies for the Food Industry by : C. Anandharamakrishnan
Download or read book Emerging Technologies for the Food Industry written by C. Anandharamakrishnan and published by CRC Press. This book was released on 2024-04-30 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Artificial Intelligence: A Real Opportunity in the Food Industry by : Aboul Ella Hassanien
Download or read book Artificial Intelligence: A Real Opportunity in the Food Industry written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2022-11-03 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book emphasizes the latest developments and achievements in AI and related technologies with a special focus on food quality. The book describes the applications, and conceptualization of ideas, and critical surveys covering most aspects of AI for food quality.
