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This review offers a comprehensive overview of modeling techniques across the entire cereal supply chain, from farming to consumption. It highlights common trends and synergies to guide future research in food processing optimization.

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Area of Science:

  • Food Science and Technology
  • Agricultural Engineering
  • Process Systems Engineering

Background:

  • Modeling techniques are increasingly used in food processing, particularly for cereal-based products, to optimize operations and reduce environmental impact.
  • Specialization within the food processing chain often limits the dissemination of modeling advances across different stages.
  • Existing models rarely integrate multiple steps of the cereal supply chain, hindering a holistic optimization approach.

Purpose of the Study:

  • To provide the first high-level overview of modeling techniques applied throughout the cereal supply chain.
  • To identify common trends, synergies, and knowledge gaps in cereal supply chain modeling.
  • To suggest future research directions for integrated modeling in cereal processing.

Main Methods:

  • A comprehensive literature review of modeling techniques used in various stages of the cereal supply chain.
  • Synthesis of findings from a multinational networking project involving over 30 countries.
  • Analysis of current state-of-the-art modeling approaches from farming to consumption.

Main Results:

  • Modeling techniques are applied across diverse stages including farming, storage, drying, milling, processing, and consumption.
  • Significant advancements in modeling exist within specialized domains, but cross-domain application is limited.
  • Identification of common trends and potential synergies between different modeling approaches.

Conclusions:

  • An integrated, high-level overview of cereal supply chain modeling is crucial for advancing the field.
  • Future research should focus on developing integrated models that span multiple stages of the supply chain.
  • Collaboration and knowledge sharing are essential to leverage modeling for cost reduction and sustainability in cereal processing.