"I installed all the mining machines on the project with your POE network card, which improved the work efficiency by 10 times and saved me a lot of money," said a customer engaged in intelligent ore sorting to the business staff of LR-Link yesterday.
Intelligent ore sorting system is a kind of using machine vision and deep learning, such as automatic control technology, combined the technology of high performance computing and big data, simulate the human eye and brain, through different spectral imaging, analysis of the corrosion on the surface of the ore into color, texture, etc., and quantitative analysis of ore for quickly and accurately and effectively chosen intelligent automatic ore sorting equipment. It is also a fully automated intelligent equipment system gradually emerging in recent years.
Intelligent ore sorting system is composed of three core technologies: machine vision, big data computing and deep learning. Its equipment sorting principle is as follows: The upper end of the equipment is fed by vibration, and the raw material of the ore is transmitted to the detector by high-speed belt. At this time, the ray source located on the upper part collects and scans the ore comprehensively based on dual-energy X-ray perspective and material identification (machine vision detection technology) and transmits the obtained data to the computing end through Ethernet. Then the computer by the high performance computing to detect target direction, multi-angle, multi-level feature extraction and data fusion, finally comprehensively and precisely describe the inherent characteristics of detecting target, and the results back to the customer after processing, and issue instructions specified end, gas volley final action of ore sorting according to the instructions.
Performance advantages of intelligent ore sorting equipment system:
Intelligent: The full name of sorting is intelligent control and remote operation, without human intervention.
High precision: the integration of multi-dimensional detection, X-ray and other advanced technologies can achieve accurate identification of ore and waste rock.
High efficiency: the maximum daily sorting capacity of the ore machine can reach 200T/hour.
Compared with traditional manual ore sorting, it has the advantages of higher precision, higher efficiency, higher output and lower operating costs. It has been widely used in ore enterprises such as concentrator, quarry, cinder yard and metallurgical production waste sorting in metallurgical enterprises.