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The Computable Food System

Editat de Tanmay Sarkar, Jay Kumar Pandey
en Limba Engleză Paperback – feb 2027
The Computable Food System: An Encyclopedia of AI, Data Science, and Food Process Engineering addresses the critical intersection of artificial intelligence, data analytics, and food engineering. It responds to increasing global challenges such as climate change, food security, and sustainable production by providing a centralized, up-to-date resource that connects computational intelligence with the global food ecosystem. It supports researchers, educators, and industry professionals seeking to leverage technology for smarter, more resilient food systems. The book covers foundational principles of AI and data science, digital food system governance, machine learning architectures, and simulation techniques. It explores applications across the entire food value chain, including precision agriculture, post-harvest handling, food manufacturing automation, supply chain optimization, quality control, novel food production, and personalized nutrition. Ethical, legal, and sustainability aspects are also examined, alongside future trends like quantum computing and cognitive systems in food processing.

The Computable Food System: An Encyclopedia of AI, Data Science, and Food Process Engineering benefits researchers, professionals, and students by offering interdisciplinary integration, practical case studies, and forward-looking insights. It empowers users to design efficient, safe, and sustainable food production strategies, fostering innovation in food technology and computational modeling. This reference serves as an essential tool for advancing intelligent food systems in academia, industry, and policymaking.
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Specificații

ISBN-13: 9780443540257
ISBN-10: 044354025X
Pagini: 285
Editura: ELSEVIER SCIENCE

Cuprins

1. AI and Data Science: Core Principles for Food Systems
2. The Digital Food System: Data Acquisition, Quality, and Governance
3. Machine Learning and Deep Learning Architectures in Food Engineering
4. Mathematical Modeling, Simulation, and Digital Twins of Food Processes
5. AI for food security and resilience in global food supply chains
6. Intelligent Post-Harvest Handling and Storage Systems
7. AI-Driven Optimization of Classic Food Unit Operations (Heat/Mass Transfer)
8. Robotics, Automation, and Vision Systems in Food Manufacturing
9. AI for Supply Chain Management, Logistics, and Demand Forecasting
10. The Computable Kitchen: AI in Food Service and Retail
11. Sensors, Spectroscopy, and the AI-Assisted Real-Time Quality Control
12. Ethical, legal, and societal implications of AI in food processing and AI adoption challenges
13. Data Science in Foodomics: Nutrition, Metabolomics, and Compositional Analysis
14. Predictive Food Safety: AI for Pathogen, Contaminant, and Allergen Detection
15. Shelf-Life Prediction and Packaging Innovation via AI
16. AI in Novel Food Production: Plant-Based, Cultivated Meat, and Cellular Agriculture
17. Personalized and Precision Nutrition: AI-Driven Dietary Interventions
18. Additive Manufacturing (3D/4D Food Printing) Controlled by AI
19. AI for Sustainability, Resource Efficiency, and Food Waste Valorization
20. Algorithmic Transparency, Ethical AI, and Socio-Economic Impact
21. Ethics, transparency, and policy, addressing concerns in Food Processing (algorithmic fairness and the socio-economic impacts of increasingly AI-driven food systems)
22. The Quantum and Cognitive Food System: Future Trends and Research Roadmaps