A discrimination technique developed in global seismology was adopted for mining environments in order to identify blasts. The technique utilises a set of seismic event characteristics (time of occurrence relative to blasting time, radiation pattern, distribution of seismic energy between low- and high-frequency bands, correlation of the ...
view more20231225 · To improve the practical blasting in mining as well as rock construction, this article aims to show the challenges in current rock blasting and to demonstrate the possibility of improving present ...
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view more202451 · Waves and air blasts generated when the rock avalanche transfers momentum to water or air are typical cascading effects that could cause fatalities and destruction far beyond the runout of the avalanche. Impulse waves induced by rock avalanches have raised concern since the Vaiont landslide in 1963, which generated …
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view more2015101 · To find discriminating features in seismograms for the classification of mine seismic events, signal databases of blasts and microseismic events were established based on manual identification.
view more202041 · In order to overcome shortcomings brought by manual recognition, scholars developed alternative recognition methods to distinguish microseismic signals from blasting signals. Arrowsmith et al. (2006) employed spectral modulations to identify delay-fired mine blasts from other monitoring events with an enhanced algorithm.
view more2022725 · Abstract:To reduce the workload and misjudgment of manually discriminating microseismic events and blasts in mines, an artificial intelligence model called PSO-ELM, based on the extreme learning machine (ELM) optimized by the particle swarm optimization (PSO) algorithm, was applied in this study. Firstly, based on the …
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view more201211 · Discrimination of blasts in mine seismology. Seismic monitoring systems installed in mines record seismic signals from various dynamic processes – fracturing in rock mass, production and development blasts, impacts and vibration of machinery, etc. It is important to classify the recorded seismic events before doing most kinds of analysis of ...
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