Neutral network-based automatic coal drawing system and method for fully mechanized coal mining face

A technology of fully mechanized mining face and neural network, applied in the field of automatic coal discharge system of fully mechanized mining face based on neural network, can solve the problems of poor adaptability and achieve the effects of high adaptability, reliable prediction and good training effect

Active Publication Date: 2015-01-28
TIANDI SCI & TECH CO LTD
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Problems solved by technology

[0005] In order to solve the technical problem that the current automatic top-coal caving method of fully mechanized mining face has poor adaptability to changes in coal seam thickness and roof conditions of different supports, the present invention provides a neural network-based automatic coal caving system and method for fully mechanized mining face

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  • Neutral network-based automatic coal drawing system and method for fully mechanized coal mining face
  • Neutral network-based automatic coal drawing system and method for fully mechanized coal mining face
  • Neutral network-based automatic coal drawing system and method for fully mechanized coal mining face

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[0035] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0036] Figure 1-3 It is a preferred embodiment of the neural network-based automatic coal discharging system and method of the fully mechanized mining face of the present invention.

[0037] The neural network-based automatic coal discharge system for fully mechanized mining face includes a system host 1, an electro-hydraulic control system 2 and several hydraulic support pressure monitoring devices 3; the system host 1 is manually input or pressured by the hydraulic support The monitoring device 3 automatically transmits, obtains external information, analyzes, processes, and calculates through the neural network model, obtains command signals, and transmits them to the electro-hydraulic control system 2; the electro-hydraulic contro...

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Abstract

The invention discloses a neutral network-based automatic coal drawing system for a fully mechanized coal mining face. The system comprises a system host (1), an electrohydraulic control system (2) and a plurality of hydraulic support pressure monitoring devices (3), wherein the system host (1) obtains external information through manual input or automatic transmission of the hydraulic support pressure monitoring devices (3), analyzes and processes the external information, processes and calculates the external information through a neutral network model to obtain a command signal, and transmits the command signal to the electrohydraulic control system (2); after the electrohydraulic control system (2) receives the command signal sent by the system host (1) or sent manually, the electrohydraulic control system (2) controls the opening and the closing of a coal drawing hole (44) of a fully mechanized coal mining face hydraulic support (4); the hydraulic support pressure monitoring devices (3) are used for monitoring the top coal pressure borne by the hydraulic support in real time and transmit monitoring data to the system host (1) in real time. The system can effectively solve the problem that automatic coal drawing is poor in adaptability to top coal thickness change and top coal and roof condition difference of the hydraulic support.

Description

technical field [0001] The invention relates to a fully mechanized coal mining face coal discharge system and method, in particular to a fully mechanized coal mining face automatic coal discharge system and method based on a neural network. Background technique [0002] The top-coal caving fully mechanized mining method has been widely used in the mining of thick and extra-thick coal seams. However, because the top-coal caving fully mechanized mining method has always used manual coal caving, it has obvious disadvantages: the timing of coal caving is completely controlled manually by experience, not only The efficiency is low, and the top coal is often unable to be fully released, resulting in a huge waste of coal resources; at the same time, casualties may also be caused by the roof falling, and a large amount of dust and gas generated during the coal discharge process also pose a serious threat to the health of the staff. threaten. [0003] Based on the above reasons, mor...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): E21D23/12
CPCE21D23/12
Inventor 范志忠毛德兵宋永斌徐刚
Owner TIANDI SCI & TECH CO LTD
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