The Fully Automated Hyperspectral Intelligent Mineral Sorting System is a flagship intelligent online hyperspectral sorting equipment launched by Hagorun Technology Limited, specifically developed for mineral identification, ore sorting, and comprehensive resource utilization. Utilizing 400–2500nm full-band hyperspectral imaging technology covering visible, near-infrared, and short-wave infrared bands, the system captures the unique spectral signatures of minerals across different wavelengths, achieving rapid identification and intelligent classification based on ore composition, mineral types, and grade variances. Integrating a hyperspectral imaging module, a high-speed conveyor platform, intelligent recognition algorithms, automated sorting actuators, and robust data processing software, the system performs real-time online scanning, spectral analysis, and automated sorting of ores directly on the conveyor belt. Powered by high-dimensional spectral features and intelligent algorithms, the system can accurately recognize various mineral types, including silicates, carbonates, oxides, and sulfides. It excels in the high-precision identification and sorting of complex ores, multi-component ores, and low-grade minerals. Characterized by non-contact, non-destructive, high-precision operation and a modular design, the system significantly enhances ore pre-selection efficiency, reduces manual labor and energy consumption, minimizes tailings discharge, and elevates the comprehensive utilization rate of mineral resources. Highly customizable for different mineral varieties and operating conditions, it is widely used in coal preparation, metallic ore sorting, rare earth mineral identification, lithium ore screening, industrial mineral grading, and geological research. Furthermore, the system supports spectral database building, mineral model training, user-defined sorting rules, and remote operations management. It can be seamlessly integrated with intelligent mine production management systems, providing substantial technical support for the construction of smart mines and green mining initiatives.

Item	Specifications
Spectral Range	400–2500nm
Spectral Resolution	≤10nm (customizable for different bands)
Spectral Channels	200–600 bands (supports customizable spectral channels)
Spatial Resolution	Configured based on application scenario and FOV
Scan Width	300–2000mm (supports customization)
Conveyor Speed	0.1–20m/s (adjustable)
Identifiable Particle Size	Customizable according to industrial setups
Sorting Method	Pneumatic Ejection / Multi-Channel Linked Sorting
Sorting Accuracy	≥90% (subject to material property and working conditions)
Data Processing	Real-Time Spectral Analysis & AI Intelligent Recognition
Algorithm Features	Supports classification recognition, grade evaluation, impurity detection, etc.
Software Platform	Industrial Online Hyperspectral Analysis & Sorting System
Data Interface	TCP/IP, Industrial Fieldbus, Serial Port, etc.
Automation Features	Automated Detection, Automated Identification, Automated Sorting
Light Source System	Industrial-Grade Stable Broad-Spectrum Light Source
Operating Mode	Online Continuous Operation
Operating Environment	Industrial Sites and Experimental Environments
Power Requirements	AC 220V
System Expansion	Supports integration with MES systems, robotics, and automated production lines
Customization Capability	Supports tailored development for production lines, material types, and specific algorithms

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