Artificial Intelligence In Food Science Transforming Food And Bioprocess Development
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Artificial Intelligence in Food Science
Artificial Intelligence in Food Science Transforming Food and Bioprocess Development, looks at the advancements in both AI and Machine Learning (ML) and the potential for leveraging these latest technologies to optimize and elevate various aspects of the food sciences. From ingredient discovery and recipe formulation to flavor profiling, quality control and bioprocess optimization, Artificial Intelligence in Food Science Transforming Food and Bioprocess Development, will show nutritionists, food scientists and researchers and developers how they can enhance efficiency while innovating in their field. Through data analysis, predictive modelling, case studies and industry examples of successful AI and ML implementation, this book also highlights the benefits, challenges, and potential limitations of using AI and ML techniques, while providing insights into best practices. Readers will discover how AI and ML intersect with nutrition, traceability and blockchain technology, food waste valorization, shelf-life, recipe and new product development, food safety, and more.
Food and Industry 5.0: Transforming the Food System for a Sustainable Future
Author: Pushan Kumar Dutta
language: en
Publisher: Springer Nature
Release Date: 2025-02-22
"Food and Industry 5.0: Transforming the Food System for a Sustainable Future" offers a groundbreaking exploration of cutting-edge technologies reshaping the global food landscape. This comprehensive volume delves into innovations driving the fifth industrial revolution in food production and distribution. The book examines nanotechnology and biosensor applications in food processing and safety, analyzing their potential to revolutionize quality monitoring, extend shelf life, and enhance traceability. It unveils the transformative power of artificial intelligence and machine learning across the food value chain, from plant disease detection to sustainable poultry production. Significant attention is given to the integration of Internet of Things (IoT) and digital twin technology in agriculture and food supply chains, offering insights into real-time monitoring, predictive maintenance, and optimization techniques. The text explores robotics in food manufacturing, emphasizing advancements in efficiency, waste reduction, and safety. Crucial methodologies for quantifying and analyzing complex agricultural data are addressed, presenting both regression and classification approaches in precision agriculture. Sustainability is a key focus, with chapters examining nano-fertilizers, soil amendments, and AI-integrated crop systems designed to advance UN Sustainable Development Goals. Blockchain technology's role in enhancing food traceability and safety is investigated, complete with real-world case studies. The book addresses the complex regulatory landscape surrounding Industry 5.0 technologies, including waste management in hospitality and ethical considerations of AI deployment. Concluding chapters offer forward-looking analyses of emerging trends in dairy, diet, and hospitality subsectors. This meticulously researched volume employs a wide array of methodologies, from experimental studies to economic modeling and qualitative research. "Food and Industry 5.0" is an indispensable resource for food scientists, agricultural researchers, computer scientists, policymakers, and industry professionals. By bridging multiple disciplines, it provides a scientifically rigorous, data-driven roadmap for creating a more sustainable, efficient, and ethical global food system.
Food Industry 4.0
Developments in Food Quality and Safety Series is the most up-to-date resource covering trend topics such as Advances in the analysis of toxic compounds and control of food poisoning; Food fraud, traceability and authenticity; Revalorization of agrifood industry; Natural antimicrobial compounds and application to improve the preservation of food; Non-thermal processing technologies in the food industry; Nanotechnology in food production; and Intelligent packaging and sensors for food applications. Volume 4, Food Industry 4.0: Emerging Trends and Technologies in Food Production and Consumption covers several technologies (e.g., robotics, smart sensors, artificial intelligence, and big data) at different development and research levels in order to provide holistic multidisciplinary approaches that embrace simultaneously as many Industry 4.0 technologies as possible, reflecting the long journey of food from farm (or sea) to fork. Chapters explore automation, digitalization, and green technologies, besides food quality, food safety food traceability, processing and preservation 4.0. Topics such as smart sensors, artificial intelligence and big data revolution, additive manufacturing, and emerging food trends are also explored. The series is edited by Dr. José Manuel Lorenzo and authored by a team of global experts in the fields of Food Quality and Safety, providing comprehensive knowledge to food industry personals and scientists. - Provides a comprehensive view of Industry 4.0 technologies as applied to the food industry - Covers the most trend topics related to novel foods in the light of emerging innovations and developments - Discusses how implementing innovative technologies holds significant potential to increase efficiency and value added, save time and cost, and increase profitability in various food sectors