Ai Deep Learning Xrt Ore Sorting Machine Automatic Algorithm Optimization for Ore Variations

• Type: X-ray Intelligent Dry Sorter
• Voltage: 380V
• Weight: 10T
• Model NO.: MTX20-300C
• Material: Carbon Steel
• Material Feature: Corrosion Resistance
• Certification: CE, ISO9001:2015
• Energy Saving: Energy Saving
• Warranty: 1 Year
• Color: Blue
• Customized: Customized
• Condition: New
• After-sales Service: on-Site Installation Guidance
• Sorting Mineral Size: 50-300mm
• Capacity: 190 T/H
• Belt Width: 2000mm
• Transport Package: Wooden Carton
• Specification: 8556*2300*2800
• Trademark: MINGDE
• Origin: China
• HS Code: 8474100000
• Production Capacity: 2000 Units/Year

Product Description

Product Description

The X-ray intelligent sorting machine uses X-rays to transmit scan the selected ores, obtaining the atomic number data of the minerals contained inside the ores. Through means such as convolutional neural networks, the data is processed to establish a recognition model, identifying the mineral ores and gangue, and then driving the actuator to sort the ores. Visible light or infrared cameras can also be installed according to the different characteristics of the ores for compound identification, further improving the sorting accuracy.

Sorting principle

(1) The vibrating feeder lays the material in a single layer to ensure that each piece of material passes through the detection area separately to avoid overlapping interference.
(2) The X-ray detector generates a grayscale image of the material by scanning the ore through transmission. High-density areas (such as metals) appear bright, and low-density areas (such as rocks) appear dark. Some equipment is equipped with high-definition cameras to capture the differences in color, luster, texture, shape, spots, etc. of the ore to identify ores with small density differences but obvious surface features.
(3) The density distribution, shape, texture and other characteristics of the material are extracted through intelligent algorithms. An AI sorting model is established for deep learning to distinguish minerals from rocks.
(4) After identifying the target mineral, the drive system triggers the jet valve to blow the rock into the designated collection box, and the mineral falls into another collection box. The jet valve response time can reach milliseconds, and the sorting accuracy is as high as 99%.

Technical Parameters

50-300mm Large Particle(Calculated with density 1.4g/m³)
Product	MTX12-300	MTX14-300	MTX16-300	MTX18-300	MTX20-300	MTX24-300	MTX28-300	MTX32-300	MTX36-300
Width of track belt(mm)	1200	1400	1600	1800	2000	2400	2800	3200	3600
Capacity (t/h)	110	130	150	170	190	230	260	300	340
25-100mm Middle Particle(Calculated with density 1.4g/m³)
Product	MTX12-100	MTX14-100	MTX16-100	MTX18-100	MTX20-100	MTX24-100	MTX28-100	MTX32-100	MTX36-100
Width of track belt(mm)	1200	1400	1600	1800	2000	2400	2800	3200	3600
Capacity (t/h)	66	78	90	102	114	126	155	180	205
10-60mm Small Particle(Calculated with density 2.7g/³)
Product	MTX14-30	MTX16-30	MTX18-30	MTX20-30	MTX24-30	MTX28-30	MTX32-30	MTX36-30	MTX40-30
Width of track belt(mm)	1400	1600	1800	2000	2400	2800	3200	3600	4000
Capacity (t/h)	42	49	56	63	77	91	105	119	133
The actual capacity should be calculated according to the mineral density

Technical features

1. The independently developed high-precision dual-energy mining and transmission system is capable of identifying minerals with both large density differences and high contents as well as those with small density differences and low contents, making it applicable for the sorting of a wide range of mineral types. 
2. Using advanced artificial intelligence techniques such as deep learning, a customized mathematical model is established for the ore at each mine site to ensure precise identification, thereby achieving efficient and accurate sorting. 
3. Through the integration of Internet of Things (IoT) technology, the system enables real-time online monitoring of machine operation status, complete with fault alerts and alarms. Additionally, the system supports self-learning and automatic updates, continuously enhancing the sorting performance. 
4. Professional software, in conjunction with top-tier global components, ensures the stable and high-efficiency operation of the entire system.

Application Scope: 

1. Construction of new mines, technological transformation of old mines, and make the ores that reach economic mining value after sorting.

2. The ore is subjected to waste disposal treatment, significantly reducing the amount of waste rock entering the "crushing - grinding - sorting" process, lowering the comprehensive cost of the beneficiation plant, and reducing the amount of tailings.

3. Sort and enrich low-grade ores to make use of resources that have no mining value, thereby expanding the available range of minerals.

4. Re-sort the waste materials generated during the metallurgical production process to extract useful minerals.

The ores we can sort

1.Non-ferrous metal ores: lead, zinc, copper, molybdenum, nickel, gold, silver, tin, aluminum, etc

2. Ferrous metal ores: manganese, iron, chromium, vanadium, titanium, tungsten, etc

3. Non-metallic ores: fluorite, brucite, magnesite, coal and coal gangue, etc

4. Others: Phosphate rock, perlite, solid waste, smelting waste residue, etc

Certifications

FAQ

1.Can we visit your factory?

2.How long about the machine guarantee period?

Yes,our factory is located in Hefei city,Anhui Province, 2.5 hour bullet train distance from Shanghai,warmly welcome your visiting.

One year. And we supply lifelong software upgrade services for our customers.

3.Can you test samples to check sorting effect?

Yes,sample sending for testing is welcomed.