Smart walnut kernel sorting machine with real-time automatic cleaning and sealed camera housings, maintaining accuracy in dusty environments at 280–360 kg/h

Description

Dust and humidity inside processing facilities degrade sorting accuracy over time. Optical lenses cloud. Belt surfaces collect residue. The MHT02-0412C deep learning sorter includes an automatic real-time cleaning system that keeps cameras and conveyors clean during operation. Processing continues at 280-360 kg/h. Sorting accuracy stays stable regardless of environmental conditions.

Overview

Processing environments are rarely clean or dry. Walnut dust, shell fragments, and moisture all interfere with optical sorting systems. Most machines require manual cleaning stops that interrupt production. The MHT02-0412C eliminates that problem. Its real-time cleaning system runs automatically during operation. Camera lenses stay clear. The Teflon conveyor resists debris buildup. The shadowless lamp maintains consistent illumination even in dusty air. All of this keeps the deep learning AI working at full accuracy throughout the shift. Your sorting performance does not degrade between cleaning cycles. For facilities that run long production shifts, that consistency means lower maintenance downtime and fewer off-spec batches. The machine meets commercial hygiene standards and supports food safety compliance without extra manual effort. Operators focus on running the line, not maintaining equipment.

Key Advantages

1. Automatic Cleaning Reduces Downtime — The built-in cleaning system operates without stopping production. Cameras and belts stay clear throughout long shifts.

2. Stable Performance in Dusty Conditions — Shadowless lamp and sealed camera housings maintain accuracy even in high-dust processing environments.

3. Better Food Safety Compliance — Automatic cleaning reduces contamination risk. The system supports hygiene standards without manual intervention.

4. Durable Industrial Components — All optical and mechanical parts meet industrial-grade specifications. Designed for sustained commercial operation.

Technical Features

• Real-time automatic cleaning system — clears camera lenses and belt surfaces continuously during operation

• Shadowless lamp — maintains even illumination in dusty environments; no shadow interference on camera readings

• Teflon conveyor — non-stick surface resists walnut dust and shell debris; wipes clean quickly

• Sealed industrial camera housings — protect HD lenses from particulate and moisture ingress

• Deep learning AI — maintains consistent grading accuracy even as raw material condition varies across batches

• High-frequency vibrator — clears kernel clusters before they reach the camera zone; reduces classification errors

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

• On-site maintenance inspection service available during the first production season

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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