Quick walnut kernel sorting machine with 12 adaptive outlets and deep learning AI, separating 15 grades in one production pass at 560–720 kg/h

Description

Commercial walnut factories serve buyers with different grade requirements simultaneously. Stopping to re-sort between buyer orders wastes time and capacity. The MHT02-0812C intelligent walnut sorting machine separates all 15 kernel grades in one continuous pass at 560–720 kg/h. Fill multiple buyer orders from a single production run. Factory throughput stays high and buyer lead times shorten.

Overview

A commercial walnut factory that serves multiple buyer segments must manage multiple grade specifications at the same time. Sorting one grade per run means either carrying large grade inventories or making buyers wait for separate production runs. The MHT02-0812C eliminates this constraint. Its 12 adaptive outlets simultaneously route all 15 grade categories in a single production pass. The factory produces Extra Light Halves, Amber Quarters, Dark Kernels, and 12 other categories in the same hour. Each collection bin fills with a clean, market-ready grade. Warehouse inventory turns faster. Buyers receive their orders from a smaller production window. The AI system applies the same grade classification whether the machine is running to fill a Light Half order or an Amber order. For commercial factories that want to grow buyer diversity without growing production hours, the MHT02-0812C delivers the multi-grade flexibility that makes it possible.

Key Advantages

• 15 Grades in One Production Pass — All buyer grade requirements fill from a single production run. No secondary sorting or grade-specific runs needed.
• Faster Order Fulfillment — Shorter production windows per grade order. Buyers receive product faster without factory scheduling changes.
• Consistent AI Classification Across All Grades — The same neural network criteria apply to all 15 grade streams simultaneously. Consistency holds across every outlet.
• Ability to Serve Multiple Buyer Segments — Premium retail buyers and food manufacturer customers both receive their grades from the same production cycle.

Technical Features

• 12 multi-grade adaptive outlets — 15 grade streams separated simultaneously in a single production pass
• Deep learning neural network — applies consistent grade criteria to all categories without sequential grade runs
• 560–720 kg/h industrial throughput — fills multi-grade orders from a single production session
• 8 HD cameras — multi-angle data supports accurate simultaneous classification of all 15 grade categories
• Real-time monitoring — per-outlet grade volume data lets factory managers monitor all buyer grade streams live
• Centroid algorithm — ejection precision maintains clean separation across all 15 simultaneously running grade streams

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

​

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