The use of geostatistics in the extraction and mine planning of brick making clay
Date
2016-07-14
Authors
Von Wielligh, Madelein Heila Magdalena
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
Corobrik supplies a variety of uniquely coloured face bricks to the market. These
bricks are manufactured by blending several clay varieties, which, when combined,
provide a unique range of products. Colour variation in bricks is a major challenge
with regard to product consistency, being influenced by the raw material
composition and consistency. Homogeneity of the raw materials that are mined
from year to year is crucial for continuously providing bricks of consistent colour.
‘Top-face’ clay mined at the Lawley Factory is an important raw material in the
Nebraska product range being the major component affecting the colour of the
product. Geological exploration borehole data were utilised for geostatistical
analysis, variography and ordinary kriging by which means the variables SiO2,
Al2O3, Fe2O3 and K2O, and loss on ignition (L.o.I) in the top-face clay was
modelled, evaluated and interpreted. Geostatistics, a modified form of classical
regression techniques, provides the tools to understanding spatial continuity of
critical variables in naturally occurring clay deposits allowing one to study, explain,
and describe them. Geostatistics has been applied to the modelling of the ‘topface’
clay providing valuable information for improving mine planning. The kriging
estimates indicated that the upper top-face layer is richer in K2O and Fe2O3 than
the bottom layer. This finding could contribute to improving mine planning, which,
in turn, could assist in raw material consistency during the stockpile construction
phase. The variability of K2O in the deposit, together with the presence of Fe2O3,
is the major contributor to the colour variability of the product and requires tight
control. Estimating the clay domains ‘sandy kaolin’, ‘chocolate’, ‘red kaolin’,
‘stained top-face’ and ‘smectite’ that also occur in the deposit is recommended.
Geostatistical methods and techniques applied in this study could be extended to
all the ISO accredited factories of the Corobrik Group to assist in improving the
colour consistency of the clay face-brick products.
Description
A Research Report submitted to the Faculty of Engineering and the Built
Environment, University of the Witwatersrand, in fulfilment of the requirements
for the degree of Master of Science in Engineering.
October 2015