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Design and Implementation of Mine Drainage Automatic Monitoring System Based on LabVIEW

Author: WangJia
Tutor: GaoYingHui
School: Liaoning Technical University
Course: Control Theory and Control Engineering
Keywords: mine drainage automatic control monitoring system adaptive neuro-fuzzy inference system LabVIEW
CLC: TD744
Type: Master's thesis
Year: 2011
Downloads: 112
Quote: 0
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Abstract


Mine drainage system is an important system that can guarantee stable operation of coal production, protect the safety of the workers. The manual operation water drainage system has low efficiency, low economic efficiency, prone to accidents and other defects. And mine inflow has severe nonlinear, can not establish accurate mathematical model. Traditional PID control, fuzzy control can not play a good control effect.To address these problems, proposes the application of adaptive neuro-fuzzy inference system (ANFIS) approach for automatic control of pump. Through its self-organization, self-learning, high accuracy, good stability to make up for the shortcomings of the previous control.Mixed with LabVIEW and MATLAB programming designed ANFIS-based mine pump controller. Combining ANFIS controller and the principle of avoiding the peak and trending to the vale and the principles to work by turns principle, it puts forward the mine drainage system comprehensive control strategy. Complete automatic monitoring system for the design of mine drainage using LabVIEW software.Simulation results show that in the automatic control system of mine drainage, compared with the PID control and fuzzy control,ANFIS control has a shorter rise time, no overshoot, more precise control and control performance is better. Benefit analysis shows that the system can create significant economic and social benefits, with a wide range of promotional value.

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CLC: > Industrial Technology > Mining Engineering > Mine safety and labor protection > Mine drainage and water shutoff > Drainage,water control facilities and drainage system
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