Title :
An algorithm for locating microseismic events
Author :
Daku, B.L.F. ; Salt, J.E. ; Li Sha
Author_Institution :
Dept. of Electr. Eng., Saskatchewan Univ., Saskatoon, Sask., Canada
Abstract :
Monitoring seismic activity in mines, produced by high stress faults in the vicinity of the mining operations, is an important issue for mine safety. A seismic event produces a short-time duration acoustic pressure wave that travels through the rock. This low-energy seismic activity in mines is typically referred to as microseismic events. The location of a microseismic event can be estimated using the pressure wave signals recorded at a set of sensors distributed throughout the mine. The classical process for locating a radiating source involves two steps: an estimation of the time difference of arrival between all sensor pairs followed by the localization, requiring the solution of a set of non-linear equations. This traditional localization process has limited success when applied to microseismic events, since they have a short-time duration, and thus generating accurate arrival time estimates is a challenging task in a noisy environment. An alternate approach to traditional localization, that avoids time-delay estimation, is to search over a grid of hypothesized source locations to find the one that best explains the observed measurements. Here, this approach is used with a performance function that is the greatest energy calculated from the sum of the sensor signals, each of which is time-shifted by an amount consistent with the hypothesized location of the event. The result is a very robust algorithm that works well with short-time duration signals and given the recent advances in low-cost computational power can be implemented in real time. The paper describes the location algorithm. Results are presented for computer generated signals as well as actual signals produced by a microseismic event that occurred one kilometer below the surface in a potash mine near Saskatoon, Saskatchewan.
Keywords :
array signal processing; distributed sensors; geophysical prospecting; mining; remote sensing; seismic waves; seismology; arrival time estimates; computational power; computer generated signals; distributed sensors; high stress faults; hypothesized source locations grid search; low-energy seismic activity; microseismic event location algorithm; mine safety; mines; mining operations; noisy environment; nonlinear equations; performance function; potash mine; radiating source location; real time location algorithm; seismic activity; seismic event; sensor pairs; short-time duration acoustic pressure wave; time difference of arrival estimation; time-delay estimation; time-shifted sensor signal sum; Acoustic sensors; Acoustic waves; Difference equations; Monitoring; Noise generators; Nonlinear equations; Safety; Stress; Time difference of arrival; Working environment noise;
Conference_Titel :
Electrical and Computer Engineering, 2004. Canadian Conference on
Print_ISBN :
0-7803-8253-6
DOI :
10.1109/CCECE.2004.1347708