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Intelligent food preservation systems based on MOFs-AI integration: technological breakthroughs and developmental
Xin Ding1, Nasi Ai2, Yiming Zhao1
1State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Key Laboratory of Vegetables Quality and Safety Control, Ministry of Agriculture and Rural Affairs of China, Beijing 100081, China.
Food Chemistry
|November 22, 2025
Summary
Metal-organic frameworks (MOFs) are advanced nanomaterials showing great promise for intelligent food preservation. Their integration with artificial intelligence (AI) offers innovative solutions for smarter packaging and extended food shelf life.
Area of Science:
- Materials Science
- Nanotechnology
- Food Science
Background:
- Intelligent preservation systems utilize functional nanomaterials for enhanced applicability.
- Metal-organic frameworks (MOFs) are porous crystalline materials with high surface area, tunable pores, and versatile functionalization.
- MOFs offer exceptional gas adsorption, controlled release, and environmental responsiveness.
Purpose of the Study:
- To review AI-guided synthesis strategies for MOFs.
- To analyze MOF structural characteristics and classification schemes.
- To explore the application of MOFs in intelligent food preservation, particularly their integration with AI.
Main Methods:
- Systematic review of AI-guided MOF synthesis.
- Analysis of MOF structural parameters (metal ions, pore architecture, loading capacity).
- Examination of MOF properties: antimicrobial, gas/humidity regulation, and stimulus-responsive behavior.
Main Results:
- MOFs exhibit significant potential in intelligent food preservation through AI integration.
- MOF structural parameters critically influence their performance in preservation applications.
- AI-guided synthesis enables molecular-level design for advanced MOF materials.
Conclusions:
- MOFs combined with AI represent a significant interdisciplinary advancement for next-generation intelligent preservation.
- This integration spans from material design to intelligent packaging solutions.
- MOFs offer a promising pathway for innovative and sustainable food preservation technologies.
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