WU Yan, YU Zhi-chao. Application of Neural Network in Water Source Distinguishing of Mine Water Inrush[J]. Journal of Mine Automation, 2011, 37(10): 60-62.
Citation: WU Yan, YU Zhi-chao. Application of Neural Network in Water Source Distinguishing of Mine Water Inrush[J]. Journal of Mine Automation, 2011, 37(10): 60-62.

Application of Neural Network in Water Source Distinguishing of Mine Water Inrush

More Information
  • The paper proposed a method of using improved SOM neural network to distinguish water source of mine water inrush. The method takes seven irons contents of Na+, K+, Ca2+, Mg2+, Cl-, SO2-4 and HCO-3 in water as distinguished factors and combines with improved SOM neural network model to classify 20 samples of water source. The experiment result showed that mistake rate of the method is 0 and can distinguish water source of mine water inrush accurately.
  • Related Articles

    [1]LUAN Yongchun, CHEN Kunpeng. Analysis of anti-override trip program for underground power supply system[J]. Journal of Mine Automation, 2015, 41(9): 87-89. DOI: 10.13272/j.issn.1671-251x.2015.09.023
    [2]MA Xing-he, WANG Yong-sheng, YAN Bing-yao. Research of preventing override trip scheme of coal mine underground based on GOOSE[J]. Journal of Mine Automation, 2013, 39(1): 47-51.
    [3]ZHAO Fu-yu. An Anti-Override Trip System Based on Principle of Zone Protectio[J]. Journal of Mine Automation, 2012, 38(11): 104-106.
    [4]GENG Qing-e. Design of Mine-used Protection Device for Override Trip[J]. Journal of Mine Automation, 2012, 38(8): 131-134.
    [5]TIAN Shu, LIU Ying, MEI Xiao-li. Research of Influence of Grid Connection of Distributed Generation on Current Protection of Distribution Network[J]. Journal of Mine Automation, 2011, 37(10): 39-43.
    [6]CAO Liu-zhu, QU De-cheng, LI Min-zhong, WANG Hui. Research of Scheme of Preventing Override Trip by Use of Power Monitoring System[J]. Journal of Mine Automation, 2011, 37(8): 179-182.
    [7]ZHANG Gen-xian, MA Xing-he, YANG Yue-jun, LIU Cong, Zou You-ming. Research of Preventing Overstep Trip of Underground High-voltage Power Grid[J]. Journal of Mine Automation, 2009, 35(10): 87-90.
    [8]Luan Yong-chun, LIU Jian-wei. Analysis of Causes and Discussion of Grade-skip of Underground Power Grid[J]. Journal of Mine Automation, 2009, 35(3): 82-84.
    [9]WU Wen-xia, CHEN Bo-feng, GAO Ya. Research of Grade-skip Trip of Underground Power Grid and Its Suggestion of Resolutio[J]. Journal of Mine Automation, 2008, 34(6): 136-138.
    [10]QIAO Zhan-jun, HU XING-zhi, ZHAO Jian-zhong. Research of Self-adaptive Current Protection of Middle-low Voltage Distribution Networks[J]. Journal of Mine Automation, 2007, 33(4): 30-32.

Catalog

    Article Metrics

    Article views (50) PDF downloads (5) Cited by()
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return