Intelligent walnut kernel sorting machine with automatic real-time cleaning and industrial-grade bearings, eliminating sorting-related production line downtime at 560–720 kg/h

Description

Continuous production lines cannot pause for sorting equipment maintenance or cleaning cycles. Downtime stops the whole line. The MHT02-0812C industrial walnut sorting machine runs continuously with automatic real-time cleaning. No planned stops interrupt your production schedule. Process 560–720 kg/h throughout full factory shifts without interruption.

Overview

Industrial production line management is built around uptime. Every planned stop is a cost. Every unplanned stop is worse. The MHT02-0812C eliminates sorting-related downtime with its automatic real-time cleaning system. Cameras clean during operation. The Teflon conveyor resists buildup between end-of-shift cleandowns. The high-frequency vibrator uses industrial-grade bearings rated for continuous load. All these features work together to keep the machine running at full accuracy throughout your production shift. The deep learning AI does not require recalibration between batches. The monitoring screen alerts supervisors immediately if any parameter moves outside normal range. Issues surface early when they are still easy to fix. For factory production managers whose entire shift plan depends on each machine meeting its uptime commitment, the MHT02-0812C delivers the dependability that continuous production scheduling requires.

Key Advantages

1. Zero Planned Cleaning Stops — Automatic real-time cleaning runs during production. No cleaning-related downtime in your production schedule.

2. Early Issue Detection — Monitoring screen alerts when parameters drift. Supervisors address issues before they cause downtime.

3. Industrial Bearing Components — Vibrator and conveyor drive components rated for continuous industrial load; no lubrication stops needed.

4. No Recalibration Between Batches — AI system requires no re-tuning between production runs. Factory floor operation stays uninterrupted.

Technical Features

• Real-time automatic cleaning — operates during production; eliminates cleaning-related production stops

• Industrial-grade vibrator bearings — rated for continuous load without lubrication or adjustment intervals

• Teflon conveyor belt — resists debris buildup between cleandowns; maintains flow quality across full shifts

• Real-time monitoring and alerts — supervisors see parameter drift immediately; early-warning prevents downtime

• Deep learning AI — no batch-to-batch recalibration; continuous production without grading setup stops

• 8 HD cameras with sealed housings — sustained optical performance across full industrial shift 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

• 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