Quick walnut kernel sorting machine with deep learning AI and 12 adaptive outlets, enabling grade-based pricing from 15 separated categories

Description

Selling unsorted or loosely graded walnuts means accepting a blended price. Precise grading unlocks price premiums by grade tier. The MHT02-0412C smart walnut sorting machine separates 15 kernel grades per batch. You sell Extra Light Halves at top market prices and price each tier accordingly. Accurate grading transforms your pricing power in every buyer conversation.

Overview

The commercial walnut market rewards precision. Buyers pay a premium for clean, accurately graded Light Halves and Extra Light Halves. They discount mixed or loosely graded product. The MHT02-0412C gives you the grading precision to capture those price premiums. Its deep learning system classifies every kernel against 15 defined categories. Each grade stream reaches its outlet cleanly. You know exactly how many kilograms of each grade your batch yielded. That data tells you your true product value before you negotiate prices. Buyers cannot push back on grades they can verify. For cooperatives and regional processors, this pricing visibility is a competitive advantage. You enter buyer negotiations knowing your product composition. You price each grade independently rather than averaging across a mixed batch. The improvement in revenue per kilogram is often significant.

Key Advantages

• Higher Price per Kilogram — Precise grade separation lets you sell each tier at its market price. No more accepting a blended average price.
• 15-Grade Yield Data Per Batch — Know exactly how much of each grade your batch produced before you start buyer negotiations.
• AI-Powered Accuracy Improvement — The deep learning system refines grade boundaries with each batch. Classification sharpens over time.
• Multi-Grade Simultaneous Sorting — All 15 grade streams separate in one pass. Each goes directly to its collection outlet.

Technical Features

• Deep learning neural network — trained on 15 walnut kernel grade categories; delivers commercially accurate classification
• 12 multi-grade adaptive outlets — all grade streams collect simultaneously; yield data available per outlet
• Real-time monitoring display — live grade volume data lets operators and managers see yield composition as it builds
• 4 HD cameras — multi-angle image capture distinguishes Extra Light Halves from Light Halves with high accuracy
• Shadowless lamp illumination — accurate color grading for Amber, Light Amber, and Red Kernel categories
• High-frequency solenoid valve — precise ejection keeps premium grade yields clean and uncontaminated

Product Specification

Note: Output and air consumption may vary depending on raw material status, lane division, and finished material status. The maximum capacity per lane is 90 kg (calculated based on 90% halves and 10% quarter kernels). The above data is for reference only.

After Sale Services

• Professional installation team and verification team
• Operation training before production starts
• Free spare and wear parts with shipment
• User manuals with operation and maintenance details
• Quick-response after-sales support
• Life-span free software updates

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Certificates

Quality Management System Certificate, CE Certificate

Packaging & Shipment

Warranty

We back our dates sorting equipment with a 12-month warranty and provide spare and wear parts with the shipment, ensuring you can keep your equipment running smoothly.

Business Procedures

Besides our specialized walnut kernel sorting solutions, we also provide similar intelligent equipment for sorting other materials. Our product range includes lotus seed sorting machines, electric fruit sorting machines, optical dates sorting machines, sugar orange grading machines, olive sorting machines, fresh chestnut sorting machines, frozen chestnut sorting machines, in-shell walnut sorting machines, pecan sorting machines, pistachio sorting machines, and compact industrial grading machines for small batches or testing. All systems share the same AI vision core, deep learning technology, and one-key control interface. If you process multiple products or plan to expand your sorting line, contact us for integrated solutions.

Keywords:
walnut kernel sorter, AI nut sorting machine, multi-grade walnut sorter, intelligent kernel classifier, industrial nut sorter, high-speed nut sorting, deep learning sorter, almond kernel sorter, pine nut sorting machine, food processing equipmen