Intelligent walnut kernel sorting machine with 12 multi-grade adaptive outlets and one-key operation, integrating directly into processing center production lines at 560–720 kg/h

Description

Integrated processing centers handle every stage from shell to packed kernel. Sorting is the quality control gateway. A slow or inaccurate sorter creates downstream rework and delays. The MHT02-0812C smart walnut sorting machine processes 560–720 kg/h with eight-camera AI grading. It integrates directly into your production line. Quality control happens at speed, not as a bottleneck.

Overview

Integrated walnut processing centers need every stage to operate at the same pace. When the shelling line outputs faster than the sorter can handle, kernels pile up and wait. The MHT02-0812C solves this by matching industrial shelling output. At 560–720 kg/h, the machine keeps up with upstream production without creating a queue. Its 12 adaptive outlets deliver 15 graded kernel streams continuously to downstream packaging stations. Each station receives a consistent product flow. Packaging efficiency rises because the input quality is stable and predictable. The one-key startup simplifies shift changeovers on the factory floor. The real-time monitoring screen gives production supervisors a clear view of grade volumes and throughput rates across the shift. For integrated processing centers that measure efficiency in total line output per hour, the MHT02-0812C removes the sorting stage as a constraint and makes the whole line faster.

Key Advantages

1. Production Line Integration — 560–720 kg/h output matches industrial shelling lines. Sorting keeps pace with every upstream stage.

2. Continuous Graded Product Supply — 12 outlets deliver a steady graded stream to downstream packaging. Packaging efficiency rises.

3. Simple Shift Changeover — One-key startup and shutdown minimizes downtime between production shifts.

4. Supervisor-Level Monitoring — Real-time screen shows grade volumes and throughput rates. Supervisors manage the full line from one data point.

Technical Features

• 560–720 kg/h industrial throughput — matches and sustains commercial shelling line output rates

• 12 multi-grade adaptive outlets — continuous graded streams to downstream packaging without interruption

• One-key intelligent operation — fast shift changeover; minimal startup procedure for factory floor operation

• Real-time monitoring display — throughput and grade data for production supervisor oversight

• 8 HD cameras — high-capacity scanning supports integrated line operation without accuracy compromise

• Automatic real-time cleaning — sustained accuracy across multi-shift integrated production center 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