Intelligent walnut kernel sorting machine with 8 HD cameras and real-time grading log, meeting supply chain grade compliance at 560–720 kg/h

Description

Supply chain buyers set strict kernel grade specifications. Missing those specifications means rejected deliveries and financial penalties. The MHT02-0812C industrial nut sorter classifies walnut kernels against 15 grade categories with eight cameras and deep learning precision. Every batch meets buyer specifications. Your supply chain relationships stay reliable and penalty-free.

Overview

Supply chain buyers in the food industry operate on specification agreements. They purchase by grade and pay by grade. When a supplier delivers off-spec product, the financial consequences are immediate. The MHT02-0812C removes that risk at the processing stage. Its 8-camera deep learning system classifies every kernel against the same defined grade criteria your supply agreements specify. The centroid algorithm ensures each kernel routes to the correct outlet without contaminating adjacent grade streams. Batch grading data logs in real time. Before a shipment leaves your facility, you have documented evidence of what it contains. Buyers who challenge your grades find machine-generated data waiting. Your supply chain relationships are protected by objective, traceable quality control. For large processors supplying retail chains, food manufacturers, or export consolidators, meeting supply chain grade compliance consistently is the foundation of the entire commercial relationship.

Key Advantages

1. Supply-Chain Grade Accuracy — 8-camera AI classification meets the grade specifications retail and industrial supply buyers require.

2. Documented Quality Evidence — Real-time grading logs provide batch-level documentation before any shipment leaves the facility.

3. Precise Grade Stream Separation — Centroid algorithm and solenoid valve precision keep supply-chain grade streams uncontaminated.

4. Consistent Compliance Across Full Production Runs — Same AI criteria apply from the start of a production run to the finish. Specification compliance is uniform.

Technical Features

• 8 HD cameras — comprehensive surface evaluation for the grade precision supply chain buyers specify

• Deep learning neural network — trained on 15 categories matching commercial supply chain grade definitions

• Centroid algorithm — precise ejection keeps specification-grade streams clean and uncontaminated

• Real-time grading data log — batch-level documentation available before every shipment

• Special solenoid valve — high-frequency actuation supports grade stream purity at industrial throughput

• 12 adaptive outlets — all 15 supply-chain-relevant grade categories separate simultaneously in one pass

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