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AI Intelligent System for Mining

The AI-powered coal mine safety video management system leverages computer vision technology, deep learning algorithms and convolutional neural networks, as well as key skeletal point detection and the start/stop status of major coal mine equipment. It empowers existing video surveillance systems and provides a comprehensive management system for intelligent video recognition and analysis for the coal mining industry. Through intelligent analysis of surveillance video images, it captures specific targets, extracts required attributes, and identifies violations, enabling pre-emptive warnings, in-process control, and post-event evidence collection.

The system utilizes an innovative coal mine safety supervision and inspection model to enhance coal mines' ability to prevent and control major disaster risks, strengthen coal mine safety foundations, improve the effectiveness of coal mine safety supervision and enforcement, and promote the development of coal mine safety supervision and inspection models towards remote, intelligent, and visual models.

The AI-powered coal mine safety video management system can be simply divided into five modules: front-end equipment, computing power layer, algorithm engine, platform layer, and application layer. The overall solution is centered around an intelligent inference platform, which acquires video stream data from front-end devices and transmits it over the network to a computing power analysis server. The algorithm engine powers the video channel target algorithm, and the inference platform performs behavioral inference and presents the analysis results. Analysis results can be reported to the monitoring screen as pop-up alerts or to the "Three Violations" public information platform for alert notifications. Alert results can also be pushed to third-party application platforms for coordinated alarms. The system notifies relevant personnel via a voice alarm box, enabling real-time prevention of the "Three Violations" ("Three Violations") violations.

1.1 Explosion-Proof Types

These include mining flameproof, mining flameproof and intrinsically safe, and mining intrinsically safe equipment.

1.2 Environmental Conditions

1.2.1 Equipment used in the machine room and dispatch room must operate normally under the following conditions:

a) Ambient temperature: 15°C to 30°C;

b) Relative humidity: 40% to 70%;

c) Temperature gradient: less than 10°C/h, with no condensation;

d) Atmospheric pressure: 80kPa to 106kPa;

1.2.2 Unless otherwise specified in relevant standards, equipment used underground in coal mines must operate normally under the following conditions:

a) Ambient temperature: 0°C to 40°C;

b) Relative humidity: <95% (at +25°C);

c) Atmospheric pressure: 80kPa to 106kPa;

d) Locations where explosive mixtures of methane and coal dust are present, but where there is no significant vibration or shock, and no corrosive gases that could damage insulation. 2 Power Supply

2.1 Surface AC Power Supply

a) Rated voltage: 220V, tolerance -10% to +10%;

b) Harmonics: No more than 5%;

c) Frequency: 50Hz, tolerance ±5%.

2.2 Underground Equipment AC Power Supply

a) Rated voltage: 127V, tolerance -25% to +10%;

b) Harmonics: No more than 10%;

c) Frequency: 50Hz, tolerance ±5%.