Mine environment intelligent prediction system based on artificial intelligence

Abstract

The invention provides a mine environment intelligent prediction system based on artificial intelligence. The mine environment intelligent prediction system comprises an environment parameter acquisition module, a data processing module, a mine environment intelligent prediction module and a prevention and alarm module. The environmental parameter acquisition module is used for acquiring environmental parameters in a monitoring area; the data processing module is used for preprocessing the environmental parameters; the mine environment intelligent prediction module is used for performing future trend prediction according to the preprocessed environment parameters; and the prevention alarm module gives an alarm according to a prediction result. According to the invention, intelligent prediction is carried out on the environment data based on the mine environment intelligent prediction system, and intelligent prediction and advanced prevention and treatment of the mine environment change trend are realized.

Description

technical field [0001] The invention belongs to the technical field of mine restoration, and in particular relates to a mine environment intelligent prediction system based on artificial intelligence. Background technique [0002] The concentrated distribution of mineral resources in my country overlaps with densely populated areas, major grain-producing areas, and ecologically fragile areas. Therefore, the combined pollution of heavy metals and organic compounds in mines has seriously affected national food security, food safety, ecological security and human health. . [0003] LSTM (Long Short-Term Memory, long short-term memory network) is a time recurrent neural network, which is specially designed to solve the problems of gradient disappearance and gradient explosion in RNN. Compared with RNN, LSTM has a unique design structure, which adds input gates, output gates and forgetting gates in the hidden layer, and uses memory cells to store and process long-term series inf...

AI Technical Summary

Problems solved by technology

However, limited by the transformation of the real-time site environment detection data after intelligent analysis between the data processing module and the intelligent prediction system, the establishment of the environmental intelligent prediction system in the field of mine abandoned land early warning is still facing great challenges.

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