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China, Chinese Best Sorting Solutions for Wollastonite Ai Optical Color Sorter1 Industrial Products Supplier Manufacturer Details, price list catalog:
China Industrial Products Supplier Manufacturer List Catalog
Mining MachineryMineral SeparatorAi Optical Color SorterAi Wollastonite Color Sorter
Hefei Mingde Optoelectronic Technology Co.,Ltd
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Product DescriptionProduct DescriptionMingde Optoelectronics' AI sorting machine innovatively integrates deep convolutional neural networks (CNN) with visible light sorting technology. Through its independently developed multi-dimensional feature extraction algorithm, it achieves precise identification and efficient sorting of complex ores. This device adopts the unique local connection, weight sharing and multi-convolutional kernel architecture of CNN. During the training process, it independently builds a multi-dimensional feature database of materials, and the sorting accuracy significantly exceeds that of traditional photoelectric sorting machine.Working principle1. High-precision multispectral/hyperspectral sensing: The equipment is equipped with advanced optical sensors that can accurately capture subtle spectral feature differences on the surface and inside of the ore (such as color, texture, mineral composition, impurity distribution, etc.), with a resolution far exceeding traditional manual or mechanical sorting methods.2. AI-driven intelligent recognition algorithm: The core algorithm based on deep learning can process massive spectral data in real time and accurately establish a mapping model between ore characteristics and target minerals/impurities. The system has strong self-learning and adaptive capabilities and can cope with natural fluctuations in ore properties.3. High-speed real-time processing and precise blowing: The powerful data processing platform ensures that when the ore passes at high speed (the processing capacity can reach tens to hundreds of tons/hour), the identification and decision-making are completed instantly, and the high-pressure gas valve array is driven to spray and separate the target particles with millisecond-level precision.4. Modular and customized design: The equipment adopts a modular design, and the core optical module, sorting execution module, control module, etc. can be flexibly configured according to different ore characteristics (particle size, density, sorting requirements) to meet the diverse needs from coarse-grained pre-throwing to fine-grained selection.Technical ParametersProductMineral particle size(mm)Capacity(t/h)Air pressure(mpa)Sorting accuracy(%)Optimal take-out ratioPower(kw)Dimension(mm)Weight(kg)MAI-D-25-103-40.559610:132945*1390*1640100010-305-60.630-6015-230.65MAI-D-45-106-80.559610:154680*2015*1700150010-3010-120.630-6030-450.65MAI-D-65-109-120.559610:175200*2502*1925350010-3015-180.630-6045-680.65MAI-TD-630-8045-800.69610:1106790*2502*2190600080-150150-2000.65MAI-S-45-107-90.5599.820:195155*3430*2680350010-3012-140.630-6035-500.65Ores can be sortedAdvantages of intelligent sortingCompared to ore color sorters, AI-powered sorting machines offer significant improvements in sorting. Color sorters can only distinguish good and bad materials based on color. In silicon slag sorting, good and bad materials often coexist with subtle color differences, making color alone incapable of distinguishing good from bad. AI-powered sorting machines address this issue entirely. By identifying the multi-dimensional characteristics of silicon slag and building a model, they achieve precise identification and effective sorting. This allows for highly efficient recovery of industrial silicon,talc,calcite,white quartz and white feldspar,fluorite,magnesite,spodumene,phosphate/phosphorite,gold mine,barite,bauxite,copper,lead-zinc, increasing the company's economic benefits.Based on the existing sorting results, further add materials that are easy to identify errors or new categories to improve the model and increase accuracy.CertificationsFAQ1.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.
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