Description

Your facility processes multiple nut varieties across the season. Each requires different grading logic. Switching between manual sorting standards for different nuts wastes time and produces errors. The MHT02-0412C walnut kernel sorter offers deep learning AI that adapts to different kernel types. Process walnuts today and adjust for another variety next week. One machine handles multiple product lines.

Overview

Mid-size processing facilities often handle more than one nut variety. Almonds, pecans, and different walnut cultivars all pass through the same building during the year. Manual sorting teams need separate training for each product. That takes time and increases error rates during transitions. The MHT02-0412C's AI system holds multiple grading profiles. Operators switch between profiles without mechanical adjustment. The machine re-learns subtle grade boundaries for each variety over time. The 12 adaptive outlets accommodate different grade structures for different products. You do not need separate machines for each nut type. That reduces capital cost and simplifies your equipment inventory. For facilities that pride themselves on operational flexibility, the MHT02-0412C provides the technical foundation to serve a broader product range with a single piece of equipment.

Key Advantages

1. Multi-Variety Processing Flexibility — The AI holds grading profiles for different nut types. Switch varieties without mechanical reconfiguration.

2. Reduced Capital Investment — One machine covers multiple product lines. You avoid buying separate sorters for each nut variety.

3. AI Profile Improvement Over Time — The deep learning system sharpens its grading for each variety with each production run.

4. 12 Adaptive Outlets for Variable Grade Structures — Outlet assignments adjust to match the grade structure of each product type.

Technical Features

• Deep learning AI with multi-profile capability — stores and applies different grading profiles for each nut variety

• 12 multi-grade adaptive outlets — reconfigurable outlet assignments match different grade structures without hardware changes

• 4 HD industrial cameras — high-resolution imaging captures grade-defining features across different kernel shapes and sizes

• High-frequency vibrator — adapts feed rate to different kernel weights and sizes without manual adjustment

• Teflon conveyor — food-safe for multiple product types; no cross-contamination between nut varieties

• Real-time monitoring display — shows active grading profile and live throughput data during operation

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