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Coffee Industry Optimizes Performance with Advanced AI-Driven Machine Calibration

Coffee Industry Optimizes Performance with Advanced AI-Driven Machine Calibration

February 24, 2025

February 20-21, 2025 – A leading coffee processing facility has successfully completed a service call for its 7T Machine, with a focus on enhancing its performance through advanced AI capabilities and machine optimization. The service aimed to improve sorting accuracy and product quality, utilizing the latest technology to achieve superior results.

 

The service included a thorough maintenance check, which involved cleaning key components, testing essential parts like air compressors and filters, and making adjustments to the machine’s settings. The primary goal was to refine the machine’s AI system for optimal performance across different bean varieties.

 

Key improvements included:

 

• Fine-tuning the machine’s AI-based sorting parameters for better recognition and separation of different types of beans.

• Adjusting key settings for a range of sorting configurations, optimizing the machine’s ability to differentiate between various bean types with increased precision.

• Calibration of the blow and delay times to ensure efficient processing and minimal loss.

 

After the adjustments, the machine performed with exceptional accuracy, delivering:

 

• An impressive 98.5% output across multiple sorting configurations.

• Improved rejection rates, with a notable reduction in the loss of quality beans.

 

The most significant enhancement was in the machine’s AI mode, which outperformed traditional image-based sorting methods. By leveraging the AI system, the machine provided more accurate sorting, reduced the risk of missing good beans, and further optimized the rejection process. This shift to AI-driven performance resulted in better overall quality and efficiency.

 

Workers and management were highly satisfied with the improvements, noting the positive impact of AI on sorting precision and quality control. The company continues to lead in technological innovation, ensuring the highest standards for its products and operations.

 

 

 

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