Smart walnut kernel sorting machine with deep learning AI and industrial-grade components, supporting long-term commercial growth at 280–360 kg/h

Description

A growing commercial operation needs equipment that supports higher volumes without demanding constant reinvestment. The MHT02-0412C smart walnut sorting machine processes 280-360 kg/h across 15 kernel grades. Its AI system grows more accurate as your volume builds. One machine handles your current scale and your next growth phase. Invest once and run for years.

Overview

Commercial walnut processors in growth mode face a specific challenge. They need equipment that works now but does not become a constraint later. The MHT02-0412C is designed for exactly this situation. At 280-360 kg/h, it handles current mid-scale commercial volumes efficiently. As your supply relationships grow and your processing volume increases, the machine's AI continues to improve. It learns from every batch. Grade accuracy rises over months of operation. The durable industrial components support years of continuous commercial use without performance degradation. The real-time monitoring system keeps you informed of output quality as your operation scales. You can track grade yield data, identify material quality trends, and use that information to make better supply and sales decisions. For processing businesses committed to long-term commercial growth, the MHT02-0412C is not just a purchase. It is a platform for operational improvement.

Key Advantages

• Scalable Production Without New Equipment — Grow your throughput within the machine's rated capacity without replacing it. One investment covers multiple growth phases.
• AI Accuracy Builds Over Time — The deep learning system improves with every batch. Grading precision is higher in year two than year one.
• Durable Industrial Components — Built for sustained commercial operation. Industrial-grade parts extend service life well beyond basic processing machines.
• Real-Time Monitoring for Growth Decisions — Live grade data informs supply quality decisions and sales strategy as your operation scales.

Technical Features

• Deep learning neural network — continuous accuracy improvement with each production batch; no retraining required
• Industrial-grade mechanical components — designed for sustained multi-year commercial operation without performance loss
• Real-time monitoring display — grade yield trends visible across batches; supports data-driven operational decisions
• 4 HD cameras — high-resolution imaging maintains classification quality as throughput approaches rated capacity
• 12 adaptive outlets — flexible outlet configuration supports changing grade structures as buyer mix evolves
• Integrated all-in-one design — future throughput scaling does not require additional equipment purchases

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