THE LIMITATIONS OF POPULAR
TECHNIQUES FOR PREPRODUCTION RESERVE ESTIMATION IN MINING
This book contains the text of a thesis submitted by Marvin Wade
Barnes to the University of Utah for a Master of Science degree
(1989). The book documents a study of 5 popular techniques used
for computer reserve estimations. The techniques covered include:
- Proximal Polygon Method. The computer version of the
traditional polygon technique is the method of nearest points
(neighbors).
- Triangular Interpolation. This method is based on Popoff's
method of triangles: a method of "gradual changes".
- Cubic Spline. This method is based on polynomial curves
in two, three, or higher dimensions. The method follows the law
of gradual changes, but values change as smoothly varying curves
rather than linear.
- Inverse Distance Technique. This is an inverse weighting
to a power method commonly used in ore reserve estimation software.
- Ordinary Linear Kriging. One of the most popular forms
of kriging, and based on the concept of minimizing estimation
error.
A standard data set was developed and each of the five methods
of ore reserve estimation were used on the data set. The focus was
on the grade-tonnage prediction, since at feasibility assessment
and mine development planning times, this relationship is of most
economic importance. The results are based on how much each method
over-predicts or under-predicts the actual reserves of the deposit.
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