Sm. Miller et Rd. Luark, SPATIAL SIMULATION OF ROCK STRENGTH PROPERTIES USING A MARKOV-BAYES METHOD, International journal of rock mechanics and mining sciences & geomechanics abstracts, 30(7), 1993, pp. 1631-1637
In most rock engineering projects, actual measurements of rock strengt
hs often are limited to a few observations over large volumes of the r
ock mass. However, these few data can be complemented by secondary inf
ormation such as qualitative lithology descriptions or drilling charac
teristics, which typically are available across much of the study regi
on. A Markov-Bayes method can be used to combine these types of inform
ation to produce spatial simulations of rock strength properties. A ca
se study that illustrates this simulation procedure has been completed
for the siltstone roof in a selected 6x18-m area of an underground co
al mine. Three-dimensional simulations, or stochastic images, of the u
niaxial compressive strength and the modulus of elasticity were genera
ted using hard data from four core holes and secondary data in the for
m of averaged specific energy of drilling values (SED) from 95 rock-bo
lt holes. Such images not only provide a probabilistic model of rock s
trength, but also describe the natural variability and spatial fluctua
tions as well.