Development of underground coal mine drainage monitoring system based on DSP

Autor: Xiaojuan Shi, Biao Qi, Xiude Zhang
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: The Journal of Engineering (2020)
Druh dokumentu: article
ISSN: 2051-3305
DOI: 10.1049/joe.2020.0112
Popis: Aiming at solving problems such as non-linear, time-varying parameters, and weak digital computing capability in the underground drainage system, the monitoring system is built based on a digital signal processor (DSP). Adopting DSP28335 as its control core, the hardware circuit and software program are designed in this monitoring system. The single-neuron fuzzy proportional, integration, and differential (PID) control algorithm with feedforward proportional and differential compensation is proposed in this study. The simulation results are compared and analysed with a traditional PID algorithm, fuzzy PID algorithm, and single-neuron fuzzy PID algorithm with feedforward in Matlab/Simulink, and the experimental platform is built to verify the application effect of three control algorithms. The simulation and experiment results show that the single-neuron fuzzy PID algorithm with feedforward has significant advantages such as shorter adjustment time, good adaptivity, and strong anti-interference ability, which could effectively improve the work efficiency of an underground mine drainage monitoring system.
Databáze: Directory of Open Access Journals
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