Mingde Artificial Intelligent sorting machine separate fine silicon from Silicon slag   Why need separating? Silicon metal Sorting Machine  automatic sorting machine separates the ore to increase efficiency throughout the mine as it reduces the amount of material to be processed. Resulting in maximum efficiency, capacity and long wear life for all classification, sizing and separation applications. An effective classification and separation process isolates optimum sized material for efficient downstream separation.   Silicon Metal Features: Silicon metal is a product smelted by quartz and coke in an electric furnace, and the content of main component silicon is about 98%. The color of silicon metal is black and the surface of it is metallic luster.Silicon metal Sorting Machine can separate silicon metal by luster and color.   Technical advantages of Silicon metal Sorting Machine 1. Introduced artificial intelligence methods such as deep convolutional neural networks (CNN) in the field of visible light photoelectric sorting to analyze and process material images.   2. Silicon metal Sorting Machine uses a gigabit camera to transmit image data to a multi-GPU computing platform, which adopts CNN to analyze material types and accurately identify material surface features and texture structures. 3. In view of the situation that many mineral materials cannot obtain massive data, our company adopts transfer learning technology and industrial image sample enhancement technology to ensure the recognition accuracy of non-massive data training. 4. Photoelectric sorting requires high real-time performance, while CNN operation is relatively slow. In this regard, we adopt the model compression technology to accelerate CNN operation speed and greatly improve the recognition efficiency. 5. Silicon metal Sorting Machine can automatically extract the multi-dimensional characteristics of materials, like texture, shape, color, quality, etc. Silicon metal Sorting Machine greatly improves the sorting effect, expands the sorting scene and material types, to meets the market diversification and personalized sorting requirements, and solves the problem of limited color sorting materials in the current color sorter market.     Our Services 1.Free installation and commissioning 2.Free maintenance for one year 3.Set office overseas and online operation instruction & solution within 24 h 4.Long life free upgrading software.

With the development of social economy, will certainly be accompanied by a large increase in demand for resources, which is more prominent in the performance of ore resources. The increase in demand for various types of ore resources, both to meet human demand for resources, but also to face resource depletion, global climate change, environmental damage, increased costs and many other factors, to meet the needs of human social and economic development, the application of new technologies, new equipment highlights the particular importance.   Ore resources mining, smelting, purification can not rely solely on existing technology, optimization of industrial and mining industry production process is already imminent. For the demand of iron, copper, phosphorus and other kinds of resources and the protection of the environment, the existing equipment has not met the development of new trends. The artificial intelligence ore sorting machine launched by MINDER Optoelectronics is of great significance to optimize the limitations of industrial and mining enterprises' equipment, improve the utilization rate of resources, reduce environmental damage and enhance new ways of ore sorting in all aspects.     New sorting technology, efficiently optimise ore sorting ,expand sorting scope   Artificial intelligence ore sorter uses AI photoelectric sorting technology to automatically extract multi-dimensional features of objects, such as texture, shape, texture, color, luster and other differences that can be identified by the naked eye, solving the problem of limited sorting materials of the original color sorter, enhancing the sorting scope and expanding the sorting types to meet the individual needs of industrial and mining enterprises. Artificial intelligence using multi-dimensional characteristics to composite sorting at a time, Sorting accuracy is better than the color sorting machine by more than 80%.     For industrial and mining materials can not obtain a large amount of data, the use of data migration means and image enhancement technology, non-mass data recognition accuracy, the equipment has a high degree of intelligence, according to the development of deep learning mode, continuous learning, to further improve the sorting effect. It lays a solid foundation for solving various problems such as complex sorting environment and difficult sorting of industrial and mining materials. Mingde Optoelectronics has completely independent intellectual property rights in equipment design, technology development and production, in which the precision instruments are high-end brands. Support customized design, fully able to meet the customer at this stage of equipment with the use.   Technology leap, empower mine new energy   Artificial intelligent sorting machine Automatic sorting machine   optical sorting machine    refine the mineral dressing and remove the tailings in advance , reduce the amount of material in subsequent processes, pretreatment of ore to remove tailings without grinding and crushing , can significantly reduce the cost of subsequent processes, reducea a series of problems,such as environmental damage, greatly reducing the cost of industrial and mining enterprises, also in line with the social development trend. At the same time pretreatment of ore to remove tailings has a certain value, Can be used as landfill mine, road construction, construction materials, etc..   Industrial and mining enterprises can only be promising if they continuously optimize their processes and adopt new technology and equipment. Green transformation and upgrading of Mine development will be the norm of future mine development, and it is imperative to build up strength in advance. Mingde photoelectric AI ore sorting machine, Fully empowering smart, green mines.         Edited by Jacky

Industrial silicon production is based on silica as raw material and carbonaceous raw material as reducing agent, which is smelted by electric furnace. Among them, industrial silicon is mainly used as raw material for polysilicon, monocrystalline silicon, silicon alloy, and organic silicon, with applications in aerospace, new energy, high-purity semiconductor and other industries, and the demand is increasing year by year. Industrial silicon in the process of smelting refined silicon in the average refining 1 ton of silicon water produces about 100 kg of silicon slag, so the number of industrial silicon slag produced each year is huge, for a long time silicon slag is used to pave the road or as a waste pile, not only occupy a lot of land resources, but also bring a series of environmental problems. At the same time, industrial silicon slag contains more than 15% of monomeric silicon, which is not utilized, resulting in a waste of silicon resources and bringing great economic losses to enterprises. In addition, there is also heavy adulterated silicon material in silicon waste that has been mixed with impurities such as B, P, Ga, Al, etc. In order to enhance utilization, it is also necessary to sort out the available silicon.   Industrial Silicon Smelting   Currently. For industrial silicon slag and mixed silicon waste processing methods are mainly manual sorting, re-sorting process, electromagnetic induction melting or back to the furnace re-refining way, which manual sorting by crushing large silicon waste, from which large particles of industrial silicon for recycling, the overall sorting efficiency is low, after sorting there are more high content of industrial silicon can not be recycled; re-election process requires the silicon slag grinding to a few millimeters, the process is complex, and also waste a lot of water. Also wastes a lot of water, and the separation effect is relatively general; electromagnetic induction melting or furnace melting, because of high energy consumption and silicon slag viscosity, it is difficult to directly separate out.   The existing recycling process of industrial silicon have certain problems, but the application of the latest sorting technology of artificial intelligence sorting machine, in the sorting can replace the existing silicon slag sorting process, to provide a simple and efficient sorting method, and enhance the industrial silicon recycling rate in silicon slag. The silicon slag only need to crush, Use artificial intelligence machine sorting directly, in the silicon slag recovery of industrial silicon sorting precision, sorting effect, sorting efficiency, recovery rate, recovery costs are better than the existing silicon slag sorting process.   The main working principle is that the silicon slag is crushed and dissociated, and the difference in surface characteristics between the slag and industrial silicon is used to identify good and bad materials through photoelectric sorting technology,Optical sorting machine, and the good and bad materials are sorted out through the control system controlling the spray valve, so as to achieve the sorting separation of silicon slag and industrial silicon.     Before sorting   After sorting   At the same time, the artificial intelligence sorting machine has a great improvement in sorting compared with the ore color sorting machine, which can only judge good and bad materials based on color. In the silicon slag sorting, there is a coexistence of good and bad materials, small color differences, it can not identify the good and bad materials by color, artificial intelligence machine will not worry about this problem, through the identification of multi-dimensional characteristics of silicon slag,it establish the models, accurately identify materials with good sorting effect. So as to achieve the purpose of high-efficiency recycling of industrial silicon and increase the economic benefits of enterprises.   As a high-tech enterprise specializing in industrial ore sorting, Mingde Optoelectronics has mature technology accumulation for solving all kinds of industrial ore sorting problems and bulk ore sorting system, and the product application scope covers talc, fluorite, wollastonite, potassium feldspar, barite, quartzite, calcite, calcium carbonate, magnesite, lithium pyroxene, phosphate ore, gold ore, pebbles, quartz sand, coal gangue, vanadium ore and nearly 100 kinds of metal and non-metal. We have strong technical advantages in the field of ore sorting. The Preconcentration and discarding sorting machine will achieve the rapid accumulation of wealth.   Edited by Jacky