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

Jinguoyuan Vision Technology (trademark GradeX )is located in Hefei China. It is a national high-tech enterprise specializing in R&D, production and sales of artificial intelligent sorting equipment. GradeX owns an AI sorting equipment production base covering an area of 60,000 Sq.m with more than 200 employees and annual output has exceeded 100 million.

Manufacturing Base Front

GradeX focus on the AI sorting equipment industry, and have won honors of AKSTSPE (Anhui Key Science and Technology Special Project Enterprises), ASE (Anhui Software Enterprises), AADEoFUMTE (Anhui Application Demonstration Enterprises of First Unit Major Technical Equipment), AADEoICIP (Anhui Application Demonstration Enterprises of Information Consumption Innovation Product), HBDE (Hefei Big Data Enterprises), HHDGE (Hefei High-tech District Gazelle Enterprises). Meanwhile, our company attached great attention to product quality since its establishment, and passed Three System Certifications of QMS (Quality Management System), EMS (environmental management system) and OHMS (occupational health management system) in 2020.

QMS EMS OHSAS

GradeX is a tech-oriented technology enterprise, it owns a R&D center, of which staff proportion hits 40% among the company, including more than 50 Doctors & Masters. GradeX R&D team has 20 years' experience in optical sorting section, dozens of long-term core tech members engaged in visual sorting, all of them is competent with rich practical experience and strong R&D, possessing core independent intellectual property rights in new technologies and new fields. By using new generation of deep self-learning system and FPGA fusion algorithm, through industrial grade ultra-HD digital cameras, materials are 360° rotational captured, and sorting simultaneously with multiple discharges only one time after special computer data model processing. So far GradeX has achieved nearly 100 intellectual properties.

R&D Partial

Patentes Parciales

GradeX AI sorting robots series with complete models have superior performance, which can meet different processing requirements from different type of companies. According to different sorting requirement, we are able to provide complete tailored production line. Our robots are widely used for sorting various fruits (such as Apples, Oranges, Pears, Kiwis, Plums) and various nuts & dried fruits (such as Dates, Chestnuts, Hazelnuts, Lotus, Walnuts, Pistachios). Our strict QMS guarantees the qualities of our products and services, which have been exported to many countries and regions around the world. In 2021, Jinguoyuan successfully developed complete production lines for Walnuts/Pecans cracking & dehulling processing, they are used to replace labor work and increase efficiency and yield, breaking foreign monopoly, realizing localization of cracking dehulling processing equipment, and widely praised by our valuable customers.

GradeX AI Sorting Robot