Intelligent walnut kernel sorting machine with deep learning neural network and real-time grading log, strengthening export supply chain position at 560–720 kg/h

Description

Export supply chain buyers qualify suppliers on quality reliability, not just price. A single inconsistent shipment can end a supplier relationship. The MHT02-0812C smart walnut sorting machine builds quality reliability into your production process at 560–720 kg/h. Eight cameras and AI classification produce consistent export grades across every production run. Protect your export supply chain position with documented, repeatable quality.

Overview

In export supply chains, supplier qualification is a long-term investment. Buyers conduct audits, approve facilities, and build forecasting around reliable suppliers. Once qualified, a supplier who delivers consistent quality retains and grows that business. The MHT02-0812C supports the quality consistency that supplier qualification programs require. The deep learning AI applies the same classification criteria on every batch. The 8-camera system detects subtle grade distinctions that manual or lower-specification sorters miss. The real-time grading log generates batch documentation automatically. When a buyer auditor visits, you walk them to the control panel and show them production records that demonstrate grading accuracy across hundreds of production runs. That evidence supports your supplier qualification standing and positions you ahead of competitors using less sophisticated sorting equipment. For processors serious about growing their export supply chain business, the quality foundation the MHT02-0812C provides is a long-term competitive asset.

Key Advantages

• Export Grade Reliability Across All Production Runs — Consistent AI criteria hold from the first delivery to the hundredth. Buyers rely on your grade accuracy.
• Audit-Ready Production Documentation — Real-time grading logs support export buyer qualification audits with machine-generated evidence.
• 8-Camera Precision for Subtle Grade Distinctions — Subtle color and surface differences that qualify high-value export grades are detected reliably.
• Scalable Export Volume Without Quality Trade-Off — 560–720 kg/h handles large export orders without sacrificing the grade accuracy export buyers require.

Technical Features

• 8 HD cameras — precision multi-angle imaging for the subtle grade distinctions export buyer specifications require
• Deep learning neural network — same classification criteria across all production runs; repeatable export grade output
• Real-time grading log — continuous production documentation for export buyer qualification and audit evidence
• Shadowless lamp — color accuracy for Light Amber, Amber, and Red Kernel export grade categories
• 12 adaptive outlets — clean grade stream separation matching export buyer grade specification structures
• Centroid algorithm — ejection precision supports the grade stream purity export supply chain buyers expect

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

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