Safety detection system of mine ventilator

The invention provides a safety detection system of a mine ventilator, which comprises a control module, the control module is electrically connected with a processing module, the processing module is electrically connected with a detection module, and the detection module comprises an oscillation s...

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Hauptverfasser: DING ZHAOLONG, LI ZHENBI, WU YULONG, ZHAO LEI, WANG MUJUN, WEI LIN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a safety detection system of a mine ventilator, which comprises a control module, the control module is electrically connected with a processing module, the processing module is electrically connected with a detection module, and the detection module comprises an oscillation sensor and a temperature sensor; the control module is electrically connected with a diagnosis model, and the diagnosis model comprises a one-dimensional convolutional neural network and adaptive batch normalization processing; according to the method, the 1DCN-AdaBN end-to-end type mining machine ventilator intelligent online fault diagnosis model is established, the problems that a traditional fault diagnosis model needs expert experience and the number of professional analysts is insufficient are solved, the problem that collected signals are polluted by noise is solved, and the adaptability of fault diagnosis under different load conditions is improved; and online real-time monitoring is realized, and the operat