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Development of an intelligent monitoring and control system for agricultural dryers

Development of an intelligent monitoring and control system for agricultural dryers

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In agricultural product processing (fruits, grains, seeds, vegetables, herbs…), the drying stage directly affects:

  • Final product quality

  • Loss rate

  • Color, crispness, and flavor

  • Commercial value

  • Export potential

  • Energy costs

However, most factories today still use semi-manual drying methods, which carry significant risks. An intelligent drying monitoring and control system helps automate, standardize, and optimize the entire process.

Challenges in managing drying systems

  • Inaccurate control of temperature and humidity
    Dryers are often operated based on workers’ perception → prone to errors. Even a few degrees or 5–10% difference in humidity can noticeably affect quality.

  • Customer concerns

    • Inconsistent quality between batches: batch 1 looks perfect, batch 2 too dark, batch 3 over-dried… due to inability to control drying requirements for each type of raw material.

  • High energy waste

    • Dryers consume large amounts of electricity/fuel.

    • Lack of automatic optimization → high energy costs, increased production expenses.

  • Dependence on worker skill
    Workers must:

    • Monitor the machine

    • Rotate trays

    • Check moisture levels based on experience

    • Adjust temperature manually → labor-intensive and unstable results.

  • No data for traceability & improvement

    • Drying time, stage temperature, humidity charts, and alerts are often not recorded → impossible to identify the cause if the product is damaged.

  • No early warning for dryer malfunctions

    • Overheating, excess humidity, fan failures, or sensor errors can ruin the entire batch if not detected in time, causing significant losses.

  • Non-compliance with export requirements

    • Exported agricultural products (EU, US, Japan…) require drying logs to prove:

      • Products are free from mold due to under-drying

      • Proper heat treatment

      • Final moisture level meets standards

    • Without data → audits fail.

Overall Solution

Dashboard

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Manage Dryers

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Monitor Productivity

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Analyze and Report

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Alert Management

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Simulation and Testing

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