Predicting method, device and equipment of geological hazard

A technology for geological disasters and prediction methods, applied in the field of data processing, can solve the problems of noise interference, violent fluctuation of monitoring values, difficulty in real-time and accurate prediction, etc., and achieve the effects of high speed, high prediction accuracy and strong robustness.
CN110824142AActive Publication Date: 2020-02-21杭州鲁尔物联科技有限公司
23 Cites 14 Cited by

Patent Information

Authority / Receiving Office
CN · China
Current Assignee / Owner
杭州鲁尔物联科技有限公司
Publication Date
2020-02-21

Smart Images

  • Figure 1
    Figure 1
  • Figure 2
    Figure 2
  • Figure 3
    Figure 3
Patent Text Reader

Abstract

The invention discloses a predicting method, device and equipment of a geological hazard. The predicting method comprises the steps of: acquiring monitoring data, which comprises the direct impact factor and the indirect impact factor, of a monitored area, extracting features of the direct impact factor and the indirect impact factor so as to acquire a direct feature matrix and an indirect featurematrix, and, encoding and decoding the direct feature matrix and the indirect feature matrix based on a deep learning network model containing an attention mechanism, so as to predict the geologicalhazard of the monitored area according to the output of the deep learning network model. The method provided by the technical scheme of the embodiment of the invention divides the monitoring data intotwo groups and combines the deep learning network model containing the attention mechanism to process the data, so as to predict the geological hazard; and thus, the short-term prediction of the geological hazard is realized, and the prediction precision is high.
Need to check novelty before this filing date? Find Prior Art

Description

technical field

[0001] The embodiments of the present invention relate to the technical field of data processing, and in particular to a geological disaster prediction method, device and equipment. Background technique

[0002] China is a country prone to geological disasters. Collapses, landslides, and mud-rock flows are almost all over the mountainous and hilly areas of every province in the country, and tens of thousands to hundreds of thousands of new disaster points will appear every year. Nearly a thousand people die in geological disasters every year, and the direct economic loss is 8 billion to 10 billion yuan. The indirect loss caused by interrupting traffic and destroying production and living facilities is even more difficult to estimate.

[0003] At this stage, many scholars have conducted a lot of research on landslide displacement prediction. From the specific time and accuracy, landslide displacement prediction can be divided into: long-term prediction (1-10 y...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More